{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 输入数据的路径，得到只剩下角度和峰强的数据\n",
    "def data_process(path):\n",
    "    data=pd.read_table(path)\n",
    "    data_pro=pd.DataFrame(columns=[\"Angle\",\"PSD\"])\n",
    "    data_pro.loc[:,\"Angle\"]=data.loc[145:,\";RAW4.00\"].apply(lambda x: eval(x.split(\",\")[0].strip())).reset_index(drop=True)\n",
    "    data_pro.loc[:,\"PSD\"]=data.loc[145:,\";RAW4.00\"].apply(lambda x: eval(x.split(\",\")[1].strip())).reset_index(drop=True)\n",
    "    return data_pro"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "path=\"0.5wt%NiCl-8%PVDF_15%PCL.dql\"\n",
    "save_img_name=path.split(\".dql\")[0]+\".png\"\n",
    "data1=data_process(path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#图片尺寸\n",
    "plt.figure(figsize=(20,10))\n",
    "# plt.subplots\n",
    "ax=plt.axes()\n",
    "plt.plot(data1.iloc[:,0],data1.iloc[:,1]+1500)\n",
    "# plt.plot(data2.iloc[:,0],data2.iloc[:,1],label=\"fengjiao\")\n",
    "# plt.xticks(np.arange(data_pro.iloc[:,0][0],data_pro.iloc[:,0].iloc[-1],5))\n",
    "# plt.grid(\n",
    "# )\n",
    "#关闭坐标轴\n",
    "ax.spines[\"top\"].set_visible(False)\n",
    "ax.spines[\"right\"].set_visible(False)\n",
    "# ax.spines[\"left\"].set_visible(False)\n",
    "#关闭y轴刻度尺\n",
    "# plt.yticks([])\n",
    "#显示图例\n",
    "# plt.legend()\n",
    "\n",
    "#保存图片\n",
    "plt.savefig(save_img_name)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "data_pro=pd.DataFrame(columns=[\"Angle\",\"PSD\"])\n",
    "data_pro.loc[:,\"Angle\"]=data.loc[145:,\";RAW4.00\"].apply(lambda x: eval(x.split(\",\")[0].strip())).reset_index(drop=True)\n",
    "data_pro.loc[:,\"PSD\"]=data.loc[145:,\";RAW4.00\"].apply(lambda x: eval(x.split(\",\")[1].strip())).reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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3xpHUxOpR5HTQzBoAAAAAYD+CIsAG3hiVQ74eRTZc27LkcMRuZs3KMwAAAACAnQiKABvE7lFkU0WRt7F5dUCgwIgeRQAAAAAAOxEUATawYiw+s61HUcxdz3zPLZaeAQAAAABsRFAE2CCQBw3t2VEv3XCspECPIjt2PUvUoyjjywMAAAAAEERQBNggUNnzw1OGavyQbpICPYoyT3K8VmMwFBB4SjNrAAAAAICdCIoAGwTyIBNS+ePrUWTD0jOvFaNHEbueAQAAAADsR1AE2CBQURSa5zgdDlt6FLm93hgVRf6gyIZd1QAAAAAACCAoAmwQiINCewk5jT27ktU2eFWU7wwbc/p/cqkoAgAAAADYiaAIsEEgsAntOe1yOGwKijwqdIUHRSw9AwAAAAA0B4IiwAaBvCZ0hZhdzaxrGzwqzAsPioJLz8iJAAAAAAA2IigCbNBYURTezNptQxOh2gavCvLCf1TZ9QwAAAAA0BwIigAbBPKa0JbTDmNPRVGdO7qiyBlsZk1QBAAAAACwD0ERYIPGpWchFUUOY8uuZ7UN3gQ9ijK+PAAAAAAAQQRFgA1iNbO2q0dRTYNHhXGWnlksPQMAAAAA2IigCLBBIK5xRPQoyjQocnu88ngtFURUFDn8SZGHoAgAAAAAYCOCIsAG3hhNiuzoURRYupbnMmHj7HoGAAAAAGgOBEWADZqrR1Hg9S5HZFDk+ze7ngEAAAAA7ERQBNgg0CvIEdajyGHL0jNJcjkiexSZsPcFAAAAAMAOBEWADbzBlWfhFUVb9tdkFOYEl545wyuKnP5Eyu0hKAIAAAAA2IegCLBBrIqiNbsqJUlPfr4+7esGgiBnREVRcb6vuXV1vSftawMAAAAAEImgCLBBcIVZSFC0eV+NJGnm2j1pX7chsPQsoqKoY6FLklRZ50772gAAAAAARCIoAmxgKVBR1BjoOCMaUKfDE2fpWccCgiIAAAAAgP1c2Z4AkOv+/MFK/XXaKkkRu545Aw2n07+22xu7mXVRnlMOI1URFAEAAAAAbERFEZChQEgkSSZs17PMK4oa/D2KXBHXMsaoQ4FLFbUERQAAAAAA+xAUATYKzXOcxr6lZy5n9I9qUZ5TdW6aWQMAAAAA7ENQBNiqMRzyBtecpb/2LF4za8lXZeTxZrCuDQAAAACACARFgI1CK4oCGU4mWY470MzaEf2j6nCY4HEAAAAAAOxAUATYyIQsNws0os4kzPntW0skxe535HIYeQmKAAAAAAA2IigCbBSa53j8jag9/sAoHYu3lEuS8mIsPXNSUQQAAAAAsBlBEWAjR0hF0bFDukmS8mM0ok5VrGbWTnoUAQAAAABsRlAENJN7LxolSepYmJfxtVwxlp45HQ6CIgAAAACArVzZngCQqyzL0okPfBw2FlpRVJjn1ME9OtjSR6jAFauiSARFAAAAAABbUVEEpMnjtbR5X03YmIko/LFreVhezKVnDnoUAQAAAABsRVAEpClWSOOISIocxshjZR7m5MeoKHLRowgAAAAAYDOCIiBNsYOi8OdOm7awjxUUOQ1BEQAAAADAXgRFQJrcnuht72MuPWumiiJ2PQMAAAAA2I2gCEhTrIoiE2vpmR0VRTF6FLmcRm5vdFgFAAAAAEC6mgyKjDFPGGN2GmMWh4z9wRiz3Biz0BjzP2NMacix24wxq40xK4wxZ4aMn+UfW22MmWz7VwK0MLcnRlAU8dzpMPLaUVEUIyjy9T/K+NIAAAAAAAQlU1H0lKSzIsY+kDTSsqzRklZKuk2SjDEjJF0m6XD/a/5hjHEaY5yS/i7pbEkjJF3uPxfIWbGqeSKbWdvVR8gR2fxIgWbWVBQBAAAAAOzTZFBkWdZ0SXsjxt63LMvtf/qFpH7+xxdIetGyrDrLstZJWi3pGP8/qy3LWmtZVr2kF/3nAjkrZkVRRJ7jcEjpZjlNNcF2OkzMOQAAAAAAkC47ehR9R9K7/sd9JW0KObbZPxZvHMhZsXoURcqkmXVTr7NrWRsAAAAAAAGuTF5sjLldklvSc/ZMRzLG3CDpBknq1auXysrK7Lp0VlVWVraZrwU+myqiS4Wmz5il/iWN+euBfbWqdltp/dk3hARRZWVlUffQnt21Kq/0cl8hafweQqa4h5Ap7iFkinsImeIeQqbawz2UdlBkjLlG0nmSTrWsYFnDFkn9Q07r5x9TgvEwlmU9IukRSRo3bpw1ceLEdKfYqpSVlamtfC3t3eItB/Tdp+foj5eOkT6fFXZs0gnHql+X4uDzp9Z9qT2V9Zo48YSU36em3iO9P1W/OGu4Jk48OOoeen37V9rRsJ/7Cknj9xAyxT2ETHEPIVPcQ8gU9xAy1R7uobSWnhljzpJ0q6SvWZZVHXLoTUmXGWMKjDGDJQ2T9KWk2ZKGGWMGG2Py5Wt4/WZmUwey48EPVmp7ea1mrt0dNn7x2H5hIZGUWTPrwNKzGBueSfI1uLajUTYAAAAAAAFNVhQZY16QNFFSd2PMZkl3yrfLWYGkD4yve+8XlmV937KsJcaYlyUtlW9J2k2WZXn817lZ0nuSnJKesCxrSTN8PUCzK69tkCQV54f/+AzqVhx1riODPkKBEChyJ7UAF0ERAAAAAMBmTQZFlmVdHmP48QTn3yPpnhjj70h6J6XZAa1QeY276ZP8MglzArueOR2xgyKnw5FUQ20AAAAAAJJlx65nQLtSWecLiuoaPE2e68hg1zOv1VRQ1BgmAQAAAABgB4IiIE01EUFRrBViTmPSDnMCAZOJu/TMoT1V9arwL4UDAAAAACBTBEVAigK5TW2Dt8lznZlUFPkv74wTFNW5fSfc+Oy8tK4PAAAAAEAkgiIgRYHm0rVRFUXRgY7DmGDgk6qmdj2z/Mfnb9qf3hsAAAAAABCBoAhIUbCiyB2eAF1z/KCoc50OZdzMOt6uZwHudJMoAAAAAAAiEBQBKQoENzX14RVFHQqiNxHMaOmZlVxQlG4QBQAAAABAJIIiIEWB3KbOncSuZ5k0s/Ym3vUskD81eAiKAAAAAAD2ICgCUhSIbSIrimIpcDlVVe9Wgyf15WHBiqJ4QZEIiAAAAAAA9iIoAlIUaFpd09B0UHTEgFLVNni1YntFyu8TKESKt+tZmivaAAAAAACIi6AISFEgtlmytbzJc7sU50mSqpOoPorkCTazjn2cnAgAAAAAYDeCIiBFsZpLv/3DE2Ke63L4fsTcaSw9CwZFTfQoAgAAAADALgRFQIpirQTrXJQX89w8p+/khjQaWgd6FMVdekZNEQAAAADAZgRFQIpi7UIWb4t6l9PhP55+RVG8Xc/IiQAAAAAAdiMoAlIUWeBzwREHqX/X4pjnuvwhTzpb2Aeyp/i7ngEAAAAAYC9XticA5JrIdkMPXXZk3HPznIEeRekvPYtbUESTIgAAAACAzagoAlLkTaHfkMvfo8idydKzuD2KAAAAAACwF0ERkIK/fbRKK3ZUJH1+RkvPmtj1DAAAAAAAuxEUAUmqd3v1x/dXpvQaV3DpWeoVRYHCpXjNrFl5BgAAAACwG0ERkKT9NfUpvyYvUFGUwnK1AE8TPYpG9e2c8jUBAAAAAEiEoAhIUl1DdFXQp7dOSviaQEWRJ52KosDSszg9iq47YbDGDihV944FKV8bAAAAAIBYCIqAJNU2eMKeX3JUP/XvWpzwNY3NrNOoKAo0s45TUuRwGI3s2zmtRtkAAAAAAMRCUAQkqTakoujyYwboj5eOafI1eQ7fj1hazaytxBVFkuRyOORJ49oAAAAAAMRCUAQkqdbdWFHUo2N+Uq8JVhSl1cw6iaDIadRARREAAAAAwCYERUCSQnsU9WtiyVmAK9DMOo2g6PvPzpMUf+lZ4PqeNJa1AQAAAAAQC0ERkKTQHkXdk6woMsaoc1Ge9tc0pP2+zgQ/pS6HUYPHkmURFgEAAAAAMkdQBCQpdOlZvtOZ9Ou6d8zX7sq6tN838dIz/65qVBUBAAAAAGxAUAQkKbSZdaD3UDK6dyzQ7or6tN830dKzwLF0dlUDAAAAACASQRGQpLqQiqK8ROvBIpQU5qmyzp32+yaqKMp3BnZVo6E1AAAAACBzBEVAkkIrivJTCIryXSajIMeRoKKoIM83j3o3QREAAAAAIHMERUCSQptZ57mSX3qW53RktDTMmaCiqMDl+xGuIygCAAAAANiAoAhIUl1DekvPXA5HRhU/jgRvVeDyNdUmKAIAAAAA2IGgCEhSrTtLS8+SqijyxD0HAAAAAIBkubI9AaC1syxLj326Tlv21QTHUqkoynM6MgqKEi498/coqmugoggAAAAAkDmCIqAJS7aW6553loWN5TmT71Hkcjjk9qTfoyhhM2uWngEAAAAAbMTSM6AJsUIYVyoVRS6j+hQrinZX1iV1HkvPAAAAAAB2IigCmmBZ0dVAKfUoSmPp2Y9e+Cr4OEFBUWNFEUvPAAAAAAA2ICgC0uBKYelZntMhryV5vMkvP1u85UDwcUlhXtzz8v0VRbVUFAEAAAAAbECPIqAJofHOGSN66dvHD0qpmXUgVGrweOV0OJN7T/+bDu9dkvC8QK+kTHogAQAAAAAQQEUR0ITQZWP9uhRrwtDuKb0+sEwtnZ3PYqx6CxMIrFLtgQQAAAAAQCwERUATrnh0VvBxon5B8eQFg6IUqn7872Mp8WsC16aiCAAAAABgB4IioJm5gsvDUq/6aaqtUV7IsjYAAAAAADJFUASkwGRQUXSgpiHl18bacS2UK4NlbQAAAAAARCIoAppZoEfR6Q9OT/o1gTyqqR5FgWu7U9hRDQAAAACAeAiKgBSYNEqKUtkhLVJT8U9wRzU3FUUAAAAAgMwRFAHNLBDmSFKd25PSa71NLT3zd9duoKIIAAAAAGADgiIgBV075Kf8mvyQiqLyGndSrwlULjW19MwYozynoUcRAAAAAMAWBEVACq47YXDKrwldevb56t0pvbapiiJJcjkcae2oBgAAAABAJIIiIAXp9BsKXXr2k5fmp/TaJHIif0URS88AAAAAAJkjKAKaWV5IUPS1MQcl9ZpUembnOR0sPQMAAAAA2IKgCEhgxprUloo1pVvH5Hocef3NqZNZepbndMhNRREAAAAAwAYERUACVzw6K+NrhGY93iR3Jwu8JpmlZy6aWQMAAAAAbEJQBDSz0Kwn2V3sA5VEyTWzNvIkkygBAAAAANAEgiKgmTlC+g0lE/z4zvP9O5mzHQ4jd7IJFAAAAAAACRAUAc3syP5d9KNTh0lKPigqyPP9aB43pFuT57ocJuklbQAAAAAAJEJQBDQzh8PoltMPUe9OhfIm2UqoKM+pcQO76IFLRjd9fUNFEQAAAADAHk0GRcaYJ4wxO40xi0PGuhpjPjDGrPL/u4t/3Bhj/mqMWW2MWWiMGRvymm/7z19ljPl283w5gL2G9Ohg27UcJvmKIrfX0rBeJSrMczZ5rstJRREAAAAAwB7JVBQ9JemsiLHJkqZZljVM0jT/c0k6W9Iw/z83SPqn5AuWJN0pabykYyTdGQiXgNasd6dCjRtoz61qTPJNp90er1yhzY0ScDocVBQBAAAAAGzRZFBkWdZ0SXsjhi+Q9LT/8dOSLgwZf8by+UJSqTGmj6QzJX1gWdZey7L2SfpA0eET0Ko8On2tlm0rV77LoSvGD9BPTz8ko+s5HSap7e4lqc7tVYEruZWhTiN5CIoAAAAAADZwpfm6XpZlbfM/3i6pl/9xX0mbQs7b7B+LNw60Sm6PV/e8s0ySlO9y6N6vj8r4mg4jLd1arn+UrdYPJg5NeG6d2xtsaN0Ul8NBUAQAAAAAsEW6QVGQZVmWMca2T6nGmBvkW7amXr16qayszK5LZ1VlZWWb+Vrag9ClXOX79tryZ1dbU6P11ZYemLpCw61NcpjYS8vcXkser6VtmzeqrGx7cDzePVReXiOvJe4vNInfQ8gU9xAyxT2ETHEPIVPcQ8hUe7iH0g2Kdhhj+liWtc2/tGynf3yLpP4h5/Xzj22RNDFivCzWhS3LekTSI5I0btw4a+LEibFOyzllZWVqK19Le1Db4JHenypJOqh3T02cOLaJVzSt47xPpOpKSdLxJ5wUs1H1lv01+v27yyVV67BhQzXxpCHBY/HuocdWz1J1vVsTJ07IeI5o2/g9hExxDyFT3EPIFPcQMsU9hEy1h3soubUt0d6UFNi57NuS3ggZv9q/+9mxkg74l6i9J+kMY0wXfxPrM/xjQKsU2kuoY0HGhXeSfEvPAurc3pjnTP7vQr25YKskJb30zOkw8rDyDAAAAABggyY/ARtjXpCvGqi7MWazfLuX3S/pZWPMdZI2SPqG//R3JJ0jabWkaknXSpJlWXuNMb+TNNt/3l2WZUU2yAZajdBt7O0LihqTojq3R1JewvMLXdEVR7E4HUYeb+zgCQAAAACAVDT5CdiyrMvjHDo1xrmWpJviXOcJSU+kNDsgS8KCokL7g6L6OBVFzpCyo5QqisiJAAAAAAA2SHfpGdBmuT1e7a2qDz4vKUxc+ZOsAzUNwcdxg6KQMKkgyYoiFxVFAAAAAACb2FMqAbQhv35ziZ6ftTH4vMSmpWdb9tcEH9fHKQFyhFQUFeUnFxQ5HCZslzYAAAAAANJFRREQ4a35W8Oe9+1SZPt7xKsocoUERaVFyVUyuRxGXoIiAAAAAIANCIqACKH9iSRpWM+Otr9HvKAotKKoc5JBkdNQUQQAAAAAsAdBERAhMnIptmnpWah4QdGUhduCj0uLkwyKHEYegiIAAAAAgA0IioAIkRVFocvB7FIXo0eRFfG+yTbRdjkJigAAAAAA9iAoAiJE5DXNEhR5PNHBTmSDa2eS7+swBEUAAAAAAHsQFAERIoOiZAObVMTqKVRT70nrWnlOR9xd1AAAAAAASAVBERAhcumZMc0RFEUHO9UhQdGHt5yU9LUK8hyqi9PzCAAAAACAVBAUARFaYhFXrKViNQ2NQdHQniVJX6vQ5VS92ysvy88AAAAAABkiKAIiRFYUNQe3x1JlnTtsLLD07JGrjkrpWgV5vh9jlp8BAAAAADJFUAREaIGcSD99ZYFG3vme3pi/JTgWqCgqynemdK1Cl+/82ob0ehwBAAAAABBAUARkUdmKXcHHDf6KoDxnaj+WgYoi+hQBAAAAADJFUAS0EoG+Ra4Ud1kLVBTVNRAUAQAAAAAyQ1AEZNH/vtqi+95dJsuy9K9P1kiSnCkGRYGKolo3S88AAAAAAJkhKAJayOs3TYg5/u9P1mrZtgp9vnqPJMnlSO3Hkh5FAAAAAAC7EBQBLeSI/qVxj32xdk/wcaoVRfku349xA7ueAQAAAAAyRFAEtAJ3vb00+NjlTC0oCjS/rne3wHZtAAAAAIA2jaAICHHLS/OzPYU0Kop851NRBAAAAADIFEEREOK1r7Zkewop73oWqCgiKAIAAAAAZIqgCEjgiWvGtfh7plpRRFAEAAAAALALQRGQgJWFtj+p7noW7FHkoUcRAAAAACAzBEVAAh5vy4cvKfco8gdFFbUNzTEdAAAAAEA7QlAEJJCNoCjlHkX+Zta3/29xc0wHAAAAANCOEBQBCXiysPbM6UyvRxEAAAAAAJniEyaQQE5UFBEUAQAAAABswidMIAFvM1UU5SWoGkq3RxEAAAAAAJniEybgt3FPddSYu5l2Env48rHBx3PvOE3fmTA4+Dz1Xc9SC5YAAAAAAIiHoAjwu/6ZOVFjzdWi6KyRvfWtYwfot187XN06FujX548IHkuxoCjlCiQAAAAAAOJxZXsCQGuxYkdF1NiIgzo12/vdfeGomOPGpBb8GGP0nQmD9fKcTXZMCwAAAADQjlFRBMRxWJ9OGtm3c4u93yVH9Uv7tXkuo8o6t+Zu2GvjjAAAAAAA7Q1BEdq9BZv2a9DkKVHjnQpbtuDugYtHa+XdZ6f12lU7KiVJF/9zpp1TAgAAAAC0Myw9Q7tXtmJXzHFHikvAkvHeT05Svit2PutwGOWn2W9o24Ha4GPLslJevgYAAAAAgERQBMgbp2N1czSJPrR3ie3XlKS6Bk/jY7dXhXnOZnkfAAAAAEDbxtIztHtWnKDIkUO7ieU5G3+Ua0NCIwAAAAAAUkFQhHbPGzsnkjN3ciI9fMWRwcc1BEUAAAAAgDQRFKHdsxSnoiiH+vwM6tYh+Li2wZvFmQAAAAAAchlBEdq9eBVFubX0rHGuNfVUFAEAAAAA0kNQhHYvbjPrHKooCt3lrNZNUAQAAAAASA9BEdq9ODlRs+x61hIqat3ZngIAAAAAIEcRFKHdi7fr2cRDe7TwTOyxt6ou21MAAAAAAOQogiK0e6E9it7+4Qk6ckCpZkw+RZeO65+9SWVg5po92Z4CAAAAACBHubI9ASDbVmyvCD4e2bez/veDCVmcTeZenrNZTofR5LMOU+fivGxPBwAAAACQQ6goQrv32erd2Z6C7V74cpMe/mhVtqcBAAAAAMgxBEVAGxWnRzcAAAAAAHERFAFt1AdLd2h/dX22pwEAAAAAyCEERUAb8fHPJuqa4wcFn2/cW60bn52XvQkBAAAAAHIOQRHaldnr92rexn2SpHq3Vz958assz8g+g7t30ODuHcLGNu6tztJsAAAAAAC5iF3P0K5c+q+ZkqT195+rQ+54N8uzsV+vToVhzx1EwQAAAACAFPAxEmhDjhxQGvbcyGRnIgAAAACAnERQBLQh+c7wH2lDTgQAAAAASAFBEdCGOJ3hyRA5EQAAAAAgFQRFQBvicoRHQw5KigAAAAAAKSAoAtoQZ0RQREkRAAAAACAVBEWAX8+SgmxPIWOuiG3OyIkAAAAAAKlwZXsCQDa4Pd6w569+/zgN6FacpdnYJ7KgaM2uKu2sqFXPksLsTAgAAAAAkFMyqigyxvyfMWaJMWaxMeYFY0yhMWawMWaWMWa1MeYlY0y+/9wC//PV/uODbPkKgDQMvf3dsOfjBnVtE2GKidGT6IGpK7IwEwAAAABALko7KDLG9JX0I0njLMsaKckp6TJJv5f0oGVZQyXtk3Sd/yXXSdrnH3/Qfx6AZsbyMwAAAABAsjLtUeSSVGSMcUkqlrRN0imSXvUff1rShf7HF/ify3/8VBOr/AFoBl6vpednbcz2NLKCnzIAAAAAQLLSDoosy9oi6Y+SNsoXEB2QNFfSfsuy3P7TNkvq63/cV9Im/2vd/vO7pfv+QCr+99UW/fJ/i7I9jax4ec5mvb9ke7anAQAAAADIAcayrPReaEwXSf+V9E1J+yW9Il+l0G/8y8tkjOkv6V3LskYaYxZLOsuyrM3+Y2skjbcsa3fEdW+QdIMk9erV66gXX3wxrfm1NpWVlerYsWO2p9Fuvb++Qc8vr497/KmzOrTgbNKT7D10zdSqqLECp/Tv01v/14jmxe8hZIp7CJniHkKmuIeQKe4hZKqt3EOTJk2aa1nWuFjHMtn17DRJ6yzL2iVJxpjXJE2QVGqMcfmrhvpJ2uI/f4uk/pI2+5eqdZa0J/KilmU9IukRSRo3bpw1ceLEDKbYepSVlamtfC25aO1n66TlS6PGf3r6Ibp8/AB171iQhVmlJul7aOqUqCHjcHD/gd9DyBj3EDLFPYRMcQ8hU9xDyFR7uIcy6VG0UdKxxphif6+hUyUtlfSxpEv853xb0hv+x2/6n8t//CMr3XImIEXx+vR07ZifEyFRpvhJAwAAAAAkI5MeRbPkW2o2T9Ii/7UekfQLSbcYY1bL14Pocf9LHpfUzT9+i6TJGcwbsIXL0T46PRMUAQAAAACSkcnSM1mWdaekOyOG10o6Jsa5tZIuzeT9ALu1lwDFUjv5QgEAAAAAGclk6RmQ87p0yM/2FFqEl5wIAAAAAJAEgiK0W5ce1U9njOiV7Wm0CNqBAQAAAACSkdHSMyAXrNtdpUVbDgSfr7j7LH26crdOPaynTLwu120MFUUAAAAAgGQQFKHNm/THsrDnBS6nTmvDlUQPXDxanYry9P1n52Z7KgAAAACAHENQBLQx3zi6f8zxOrdHBS5nC88GAAAAAJBL6FEEtBPnP/xZtqcAAAAAAGjlCIrQptU2eLI9hazpUpwX9nzljsoszQQAAAAAkCsIitCmtec+PW/cdEK2pwAAAAAAyDEERWjTylbsyvYUsmZAt+JsTwEAAAAAkGMIigAAAAAAACCJoAgAAAAAAAB+BEVAG3bUwC5hz+97d5m8XitLswEAAAAAtHYERWiztu6viRorzndmYSbZ06HAFfb835+s1cqdFVmaDQAAAACgtSMoQptjWZY8XkvTlu0Ijn1nwmBJ0kc/nZilWWWHw0SPeb0tPw8AAAAAQG4gKEKb8/ePV+vgX76j7eW1wbFfnXeY1t9/rnp3LszizFqe00QnRZZYegYAAAAAiI2gCG3OC19ukiT9/eM1wTETIzBpD2J92XVuSooAAAAAALERFKHNKXBxWwfECshq6z1ZmAkAAAAAIBfwiRptTj5BUVCsHkW1boIiAAAAAEBsrqZPAXLDzopafe3hz7Wnqi7bU2k1HDEqimrqWXoGAAAAAIiNoAhtxntLdoQ1sEbsHkU1DVQUAQAAAABiY40O2oy6OAHI6zdNaOGZtB6xehQ1eKgoAgAAAADERlCENiPebl5H9C9t2Ym0IrGWnq3YXpGFmQAAAAAAcgFBEdqMerZ9jxJoZn1or5Lg2FMz1suyrCzNCAAAAADQmhEUoc2IV1HUngUqiiKXm5XXurMxHQAAAABAK0dQhDajjm3fo/TvWixJ6lSUFza+u5Kd4QAAAAAA0dj1DG2Gx8tyqkg/OmWoRvXtrAWb9mv+pv3B8T2V9Tq4R/bmBQAAAABonagoAtowl9Oh00f0kieiJ1F1PUvPUlVR26DT//yJ3l64NdtTAQAAAIBmQ1CEnOf2eFVZ5xb9mePzRlRb1TbQzylVb8zfqlU7K3Xz819leyoAAAAA0GxYeoac97NXFuj1+VR5JOKOCIro55Q6ckgAAAAA7QEVRch5hERNG967JOx5HRVFqQspWdt+oDaLEwEAAACA5kNQhJy27UBNtqeQEy45qp/e+8lJwedUFKUutCjrW4/Pyt5EAAAAAKAZERQhZ9W7vTruvo9iHhvRp1MLz6Z1M8bo0JCqouXbK9TgoaooXat3VmZ7CgAAAADQLAiKkLOWbSuPe+zEYd1bcCa557lZG3XPlGXZnkZOseiWDgAAAKAdIChCziqvbYh7jI/0TZu5Zk+2p5BTvNxUAAAAANoBgiLkpEWbD2h/dYKgiOoP2Cz0jhrSo0PW5gEAAAAAzcmV7QkAqfJ4LZ3/t88SnkNOBLuFho+FLmcWZwIAAAAAzYeKIuSc6np3wuP5Tkew+uOgzoXNP6EcYkzj4xU7KjRo8pTsTSaHub00AgcAAADQNhEUZRFblKenpiHx9236rZOCFUXfOWFwC8wod6y99xyNHVCa7WnkpP98sSH4uMFDyRoAAACAtomgKEtem7dZh94xVet3V2V7Kq1eg8er2pBwaNWOxFuT9+5cKIt21jEZY2RCy4oQpd7t1Rvzt4QtNVuzq1Ib9lSHnQMAAAAAbRE9ilrIxnKP5m7Yq6MGdpUkvbNouyT/8p/uNMZN5MK/f64lW8u1/v5zJUlXPjYr6dcSikTjO5LY3z5erb9OW6V8p0ODundQZZ1bf522KuycLftrVNvgUWEevYoAAAAAtC1UFLWQX8+o1cX/nBk1TtPlpi3ZWp7ya/i+Il07y2slSftrGnT2Q5/q0n/NlDfGDfXA1BUtPTUAAAAAaHYERVliR6HLba8t0j1TlmZ+oRxyoKYh7rHzxxykL28/NWyM6hmkKlbIGKt39f6a+uafDAAAAAC0MIKiLGkMMMI/lW7YUyWPN7lymBe+3KhHP11n67xas1lr92jMb9+Pe7x3pwL1LPHtchboL8PKs2h8T5IT+m2KVVFU4HLq3UXbNHfDvpabFAAAAAA0M4KiLFi7q1LvL90RNb5xT7VO/kOZHvxgZdj4BX/7TH94b3lLTa/V+uYjXyR97lXHDVTnojydNbJ3M84oN9161vBsTyHnxKoyMka68bl5uvifM1p+QgAAAADQTAiKsuCCv38ec3zL/hpJ0pfr94aNL9h8QH//eE2zzyuXjOjTKeHxoT1LtODOM9Snc1ELzSh3HD2oq04Z3jP4PNkKtvYisGPetgO1wbFYFUWBXkZS488uAAAAAOQ6gqIsqKh1Bx+HfkZv8PgaoeQ7+WNpSocCdpvKROeivOBjd6wGPNBDITudxQqKaho8wccT7v+oReYEAAAAAM2NRCLLAuFQ6OM8p5FlWZqxere8KVR7/HXaKi1NY4ewXFSc74oamzC0exZmkptCgyJ67IQzMVqgx/oxzCPQBQAAANAG8Uknyzbvq9HiLQckSfXuQFDk0NsLt+mKx2bppTmbkrqOx2vpzx+s1Nf/EXtZW1sT2ZD5le8fp4mH9ox9MqJ075gffHzFo7M0dfG2YANwRJu/aX/UWNmKXS0/EQAAAABoZgRFLWzd7qqw5394b4XOe/gzeb1WcClLnsuh2f4+RZUhy9Q+XeX7YLp0a7nWR1wnUI3kzoF+M16vlVQo4fVacSuqQnsUff3Ivjqif6ld02sXhvUqCXv+/WfnafBt76iyzh3nFe2Hpdb/MwQAAAAAzYWgqIV9898zY44f+bsPgh/SC5wOVdX5QqNORY1LrK56/EttO1Cjc/76qSb+sSzs9fX+oMiZA3ufD/nlO7ri0Vlxj9c2eOT1Wjr/b5/pkDvejXlOYV5jj6I/XTqGZUApGty9Q8zxfVX1LTwTAAAAAEBrwqfrFrazoi7m+IGaBm3e59s56bWvtgSrh2rqPWHnVcWp+GjwL1tzNPEnunjLAX3nqdlhvZGyYebaPZKkyf9dqA+W7giOuz1eDf/VVN09ZZmWbC2PWyEVOu5wtP5wrLXpVVIYczwHcsasu/yY/jHHX527Wfe9s6yFZwMAAAAA9iIoakUemb42+DgQKFU3hAdFsYKTT1ftUoPHN95URdHPXlmgj5bv1JpdlZlO1xYvzt6k65+ZE3xe7l9q98Tn6xK+zp3loCvXhVaqhXIYI4/X0vOzNrbb73GiVZFDunfQfReNjnnsZ68s0L9DfoYBAAAAIBcRFLVyoT2KJF/T6khXPf5lsELIkaMlIcu3l+vjFTu1vzq5pU+50IupNTPGyBmnEuvF2Rv1y/8tajKsa4+46wAAAAC0dQRFLSBy+VgqIpsL/+XDVTHPCwRFiXKi2gaPlm+v8J3n3wJ88ZYDYUu/0rGrok7j7v5AK/zXTuSVOLu4nfWXT3Xtk7O1v6Yhqfds8Hh15IDSVKaJCHPvOC1q7C8frtT+at+fwWvztrT0lAAAAAAAWUZQ1ALemJ/+B+6KiIqieKFOcOlZgn49//pkTdTYeQ9/Frb0Kx3Tlu3Q7sp6PfFZ4gqUmnqPfv7qwoTnHEgyKHJ7LD333fGaMfmUpOeJcKXF+VFjL8/ZHNxRb3kSwR8AAAAAoG0hKGoBHQpi94NJRkVtcsHJ6p2+nkOhQdHSreVh29BHhk6psixLo3/znp6btSF83P/vFTsSBwtub3jPm5Uxzg8sPctvYhczt9er4nyXDiotamLWSOTK8QOixl6ZuzkLMwEAAAAAtAYZBUXGmFJjzKvGmOXGmGXGmOOMMV2NMR8YY1b5/93Ff64xxvzVGLPaGLPQGDPWni+h9at3x24K3KOkoMnXfrhsZ1LvcdPz8yT5ehSNvPM9fePfM3XOXz/VqyEf+kNrjdJpZeT2WiqvdetXry8OG/f6w6j5m/Zr7oa9knxL2iJ3VovIiXTGg9Oj3mNHua+Jd8fCxOFaoIIKmTlxWPdsTyGnWBGdrs8Y0StLMwEAAACA5pFpRdFDkqZaljVc0hhJyyRNljTNsqxhkqb5n0vS2ZKG+f+5QdI/M3zvnFHj37nsT5eOCY6N6ttZPz/jUNvfy2GMKuvc+nKdL7D5+asLddXjs3zHQqqNEu3sFE+gkbaJSJneWrA1+Hjzvhqt3FGh8x7+TH98f0XYeQ2RSVEMW/fXSJL2ViVuat1ed+Sym8tBUWE6xg/uKknq2iF6+V51fWaVewAAAACQTWl/SjTGdJZ0kqTHJcmyrHrLsvZLukDS0/7TnpZ0of/xBZKesXy+kFRqjOmT7vvnklp/UDSmf+fg2PdPPjjuFuWZiNWi6NNVuyWFVxRFLgNLRqByKPItvli7N+z5tgO1knxL30K5k6gCembmhibPkaQGdj2zhdOZuLTM2w6/z8l8xc9+d7yW3nVmzJ5gmfb8AgAAAIBsyqScYLCkXZKeNMZ8ZYx5zBjTQVIvy7K2+c/ZLimwNqOvpNAtrzb7x9q8Ov/Ss/5di4Nj/boUqSjf/qAo3uf6yCUzXq+S3oo+wB2sKIp/jsMYefwhlMthtK+qPrgcLXIpWqr6dy3SsrvO0rmj+uiX5xyW0bXg40rQ/FySat3p79iXi8prGzRr3Z4mz8tzOlSc74r5/ft8ddOvBwAAAIDWKpOkwiVprKQfWpY1yxjzkBqXmUmSLMuyjDEplSQYY26Qb2maevXqpbKysgym2DosX10vI0szPp2uf59erOV7Pdq3Zr5W7rP/Q/j28tqY44Nve0fnDM4LPp89Z45+sKQxKErm+1xZ7/ujtLxW3POXLV2qQB/q/fv26sKHpmlDuVdPnlmsDzdktiSnoa5Ws2Z8qkv7Sqvmz9KqjK6WeyorK23/eVi6J/E9+GHZp+qUn0ZDqxx136wabdoXP9CsqakJ+zPYtrUu5nmt9fdWc9xDaF+4h5Ap7iFkinsImeIeQqbawz2USVC0WdJmy7Jm+Z+/Kl9QtMMY08eyrG3+pWWBbsxbJPUPeX0//1gYy7IekfSIJI0bN86aOHFiBlNsHT6vWqr89es0adIkSdKZ/vEeWw9Isz5rsXkMHDhAWrdGkjTmyLHa9MWM4LETTzo55jKaULsr66SPPpTD6VDYn8vUKcGHI0ce7ut/9NU89e7ZQ18t3i5JOnbCSbr2vakZzb+4qFht4X5IV1lZmf1f/4qd0uzZcQ8fdcyx6ttOdpZ7a8FWrdj3VcJzioqKwv4M5tSt0PsbVked11rv02a5h9CucA8hU9xDyBT3EDLFPYRMtYd7KO2lZ5ZlbZe0yRgT6Mh8qqSlkt6U9G3/2LclveF//Kakq/27nx0r6UDIErU2rbbBq/wY3+k+nVv2A3hoDBS57Cx0Wdi0ZTu07UBN1OuDzaybeI9A/yOX06F8l+8Lt6PBb/vrltP8mto9rqa+/Sw9++ELiUOiWEqL85o+CQAAAABySKZNcn4o6TljTL6ktZKulS98etkYc52kDZK+4T/3HUnnSFotqdp/brvw268drhNLdkWNd2nhD5mhYdB1T4c33A30H7IsS9c9PUe9OhXoeycdrNW7KnXv10dJCt31LP57GGOCTatdDqN8p0P1bq+q0wwcHrhktG59dWFwbrBXU32jAo3Y4XPzKcPCnsfa9UzyVd+VFuXJ5WRXOQAAAAC5JaNPMZZlzbcsa5xlWaMty7rQsqx9lmXtsSzrVMuyhlmWdZplWXv951qWZd1kWdbBlmWNsiyr3WwN5HAY5cfYXcoYo3u+PrLF5pEorHF7vNpVUafnv9woSdpRXqe73l6q52dtDAZEjRVF8ZMiYxrDh/99tUWVdb5Kopo0A4cTh3XXRz89Oa3XommORKmfCIoCDuvTSevvP1eXHNUvbLxLcXRQ1LkoT+Pu/lD/nr62paYHAAAAALbhr7uz7MrxA/XHS8fEPHbZ0f3DnvcsKcjovZ6btTHusdoGr7779Gzd/r/FUcf+76X5qq53J1VRVNvg0d/Lonu2VNWlt/Sse8cCdS7yVV6dOKxHWtdAfKeP6KVbTj9Elx8zIObx2obMdqrLJUV5zrjH4hUGxVp6dqCmQZK0cPN+O6YFAAAAAC2KoKgVOLRXSfBxaPVMUX74B9edFbF3WLLD/700X2t2VcU89uaCrbroHzOCy9OMpOkrd2nEr6eqorYh7Nwfvzhfm/ZG9zd6Ze7mtOaV53SoW8cCfXrrJP36/BFpXQPxOR1GPzp1mM4e2Tvm8T+8t1xTF2/Xvz5Zo9e/iuo9n/NW76zQy7M3SfL11ops3P21MQdJknp0jB3SBiqKOha4dOtZh+qswxu/j93jvAYAAAAAWrNMexTBBgV5vrwu3+XQkB4ddfzB3TRjzR51yG+5P56Za/ckPL58e4W8IT2CHpq2StX1Hq3YXpHU9Z9PUM2UjP5dizN6PRKL1/1pweYD+v6zc4PPLzyyb8tMqIWc8eB0eS3p0nH91OCxVJjXmJ07jPTQZUdo/JCuOmdkn5ivDwRF1fVu/WDiUP305QXBYx0K+PUKAAAAIPdQUdQK9C0t0hH9S3Wnv2Kmd+dCSVL3jrEb5WZLoEm1MUYuh2/9WVO7ZqXqorFtK4jIFak0Ct92oEZ/fG9FcCliLgt8CYH7uDgknDXGyBijK8cPVJc4TatLCn3n9+7k+5kN7PgnqU18fwAAAAC0P/yVdyvQocCl12+aEHz+uwtG6sRh3XX4QZ0zuu4ZI3ppxpo9wYbSmZqxZrck39Izl78593efnm3LtQP+/I0jdOX4gbr4nzNsvS4SSyXSuPONJXp/6Q4df3A3HT+0e7PNqSUFGrBHLvdsisNh9MQ143Ro706SwntxuZvYUQ4AAAAAWiMqilqhDgUuff3Ifgmb6ybjb1eMTbA/WerunrJMkq+ZtdPhu3Wq0tz2PpGjBnax/ZpoQgpJUaH/vtxeXttMk2l59W5fqFPgavyVmOzPzinDewV7G4WGsvUeS+t3V+m3by2Rl+oiAAAAADmCoKgVy/NvtZTKbmd3XXB48HG+y5HUp92Lx/Zr+qQQxhjlOeyMoJBtVgpJUeB+3NWMzdVbWq3bF3i6Mryvq+oag1O3x6uJfyzTk5+v19rdlRldFwAAAABaCkFRKxbYevs7JwxO+jXfGj9Qkm8XJim8QiKWw/p0CvZZSZbHa8mRwgfqQP8WtF4nDuuR1Hker+ULINW4XKstqGvwfS2BSjnJVzmXqqqwiqLG70/odQEAAACgNePTSytWmOfU+vvP1fdPPrjJc28/5zCtv/9cORxG6+8/V4t/e6Yk6T/XjU/4OsuyUq6iqKxz64OlO5I+v1+XIhWn2PvldxeO1JPXHJ3Sa5C+PKcj2Ew9kQaPNxigWJZs63+Vbd/x99pyZvgbsare9/0ozHOoJmRZZp3b/iWaAAAAANAcCIpyzBe3naqyn00MPi8pdOma4wfp+pOGxDz/sD6dosa+F3FuKtVB6chzOvSbrx3e5HnXhVROXXXsQE0a3rM5p4UI+6sbmjwndCev57/cqJF3vqcNe6qac1otYu0u39fgCCkjOnZIt5Sv4/JXDnXrUKCahsZw6JHpa3X320sznCUAAAAAND+Cohwx65en6vPJp6h350IN6t4hOL7oN2c2GcK8/cMTwp7fds5heu0HxwefO5s5KNpRXttk1dIjVx2lX53XdEULms9ZI3s3eY7bYwXDlG0HfM2s1+3O/aAoIPCzMLRnR/3rW0el/Pqnv3OMfnHWcHXpkKdl28qD46/N26LHPltn2zwBAAAAoLkQFOWIXp0KgzsrpWpk3846on9p2FhocBPoZ9RcahuaXnZTUpjXrHNA0w7r00nr7z834TkNXm9Uf3STTjOfVmpIj46SpMuO7q8OafxcDO3ZUTdOPFh5Tod2V9bbPT0AAAAAaHYERe3E6zdNCHseqJywLKlTRDPryOfNrTDPoWOHdG3R90R8Zx7eS9ccPyjmMU+Mbd4dRnp/yXZNuP+j4DbzuerYIV314S0nhS2DTEcezasBAAAA5Cg+zeSodKqLfnP+iGAgE7rcbHS/0rDz7K7ucToTV5zccNLBbaoqJdf9+6pxYcsZ/++0Q4KPK2rdisyKHMbot28t1Zb9NTrkjne1aW91S03VdkV5Tg3tWZLx/ViUYvN2wE6vf7VFizYfyPY0AAAAkKMIinLUB7ecpAW/PiOl11wzYbBevOG4qPEx/Uv13xsbexaVRFQUff3Ivim9z/DeJWHPXQ6HrOhClEYJDyLbunRoDA5vfn6ePBF/XkbhwciHy5LfEa+1sSvgOWYwFXLInp+8NF/n/+2zbE8DAAAAOYqgKEcV57vUuTjzyh9Lvg/9Q3t2DI6FPj53VB/d+/VR6tDEB+jQ5WqRy9yaamSN1q3A1fhrYvn2CnkjSoqMMSrKaxsVNHZ9HUNCGs4DAAAAQC4hKGrnAsUhgSCoe8d83XvRqODxApdDRflOLfrNmQmv06nIF1oV5jlUGPFh+5Kj+imyZuj568dr4qE9fHPIYP5ofpF/npF9ih79dK0WbQlf5vLx8p16afbGZp+b3SK/1nQdlGbjeQAAAADItpbtWoxWw0TsXeVyOrT8d2cp3+lQaHuWgjxfluhooioo8BpHRG+XZXedpcI8h6rrPXp/yXa9v9S3LGloj446e2Rvla3YpV6dCjP8atCcClzh4Yk7Iij6aPnOsOefr96t3761VJL0zaMHNO/kMjBo8pSoseYOiizLoh8XAAAAgFaNoKid6uhfKnZISD+hWB+SI0OCeALBU+RH4EDPlw4FLj1y9Tgt21au52ZtUPeOBbr0qP7qXJSvM0b0SuMrQEspzGssPDx3VB81eBLvbPbhsp0Jj7cGVpy+WHYtPeveMT/meIPHUr6LoAgAAABA60VQ1E71LS3S89eP1xH9SxOel2xz30Cvo8iKokiH9emkuy9sXNp21sjeSV0f2RMaFk5ZtC2LM7FPgyd2UJTXxA59yYpXNbRmV6Wq6z06amAXW94HAAAAAOxGj6J27PiDu6s4P3FW+IOJByc8/tjV4yRJXn+RSSHbgrcZPz/zUEnhFUXpqKht0JWPfaFNe6ujjnm8lqrq3BldPx1ub+yqKDuXhV193MCosbMf+lQX/3OGbe8BAAAAAHYjKEJCJYWNO6v998bjdNcFh4cd71Pq6y/UscCln55+iF64/tgWnR+az02Thmr9/ecqz5nZr4kPlu7Q56v36LJHvtAVj34hd8jStdteW6jD73wv7lKw5hKvoshObWUnOLQN05btiBnWAgAAAJEIipC0owZ21dXHDQobc/qbXHstSz88dZiG9uyYhZmhOeW70v81sbOiVre8vECStGV/jWas2aNtB2qDx1+es1lS9E5qzc3dRJ8lO/zo1GG6ceLB6teFHdCQfdc9PUfnPPSpPF5L337iS328vPX3EgMAAEB2EBQhI4GeRGxx33Z1LEi/ldmZD06PGosVCkXupGYnt8erR6avUW2DJzjWEhVFHQpc+sVZw9WlOHZja6ClVdS5VVnr1icrd+nap2ZnezoAAABopWhmjZge//Y4lRbnNXmev6AoaunQKcN7ahjVRW1C56Km74N49lU3RI3VuaOreZozKHpt3hbd+85yVdS69dMzfH2XtuyviTrP0UybkRVkUJEF2GHq4u3Bx54WXuYJAACA3ENQhJhOPazpLesvOOIgSf6KoojPHk9cc3QzzArZUGxzg/Lq+ujm1Z5mrPCp8r9fRW3j+8ZqKD26X2mzvH9BEs3A3120TaXF+Tru4G7NMge0H9OW7Qg+rq5361+frNVfp60KjsVr5A4AAAAE8FfdSNtDlx2pwCZR/B1122XnTmCS9OCHq/TavM1hY7E+vK7aUaFBk6do2bZyW943UPUWr6Fvc4WbyTS1vvG5ebr80S+a5f3Rvlz39Jzg44c/Wh0WEkkt3w8MAAAAuYegCCnrVNhYiBbsUcRyhjbt8mMG6NxRfSRJPUsKMrrW9JW7dMvLC8ICmy/X7Y06762F2yRJ/yhbk9H7BWKuwB0aqzfL4Qd1UtcOzdNLqHfnwqixZ7/Y0CzvBYT6Yu2eqDF3C/TnAgAAQG4jKELK3v3JSfrPdcdIavwQzl9St233XTRKf/rGGJ12WC+9cMOx6t/Vt5PXob1K0r7m3qr64OMbn5snSXpj/hYNmjxFB6obgs2n31qwNYOZR1dEVdZGL31zNleDIkk/PvUQnTise9jYXz5cFedswD5fbdwfNVbfAjv+AQAAILcRFCFlfUuLdOKwHpIUsvSMpKitK8xz6rFvj9PBPTrqtRsn6LnvjlenovTbnDXE+MD66lzfkrSZa/eopt4TdfzjFTtjvi6R4D3qv0W9IdVvvzpvhCTp+ycfnNI1U9GjpEBPRixr89AnBlly0T/C+3NRDQoAAIBIBEXISHG+Lyg4rHenLM8ELalHSYEmDO0erNbpW1qU8jVibVHfr0uxJGl3ZV3YdvZ1bo9mrd2ja5+crT+9vzKp609btkM19Z6QpWe+9wsNig7rXaKVd5+tc/zL6ppLZMWSx2vpX5+s0aDJU1RVF13hBDSXAzWNOxGe/udPNOa372dxNgAAAGiNCIqQkR4lBXr5e8fpwW8eke2pIAuc/qDo5lOGpvzaBZv3R405QpqjV4cERfuqGrSv2vcBd82uyiavvXRrua57eo7ufHNxcKyxoqjxvIo6t/JbYPv6yOVv5bVu3f/ucknhH9yBlrRqZ6XKa936yYtfaWd5bbanAwAAgFaCoAgZO2ZwV3UoSH8JEnKXw/8bxJnGzmiBoCRU4zIxS1P8zawl3xb3gaocbxINsQLhy/o91cGLWv7XhvZGGt47/R5LdnHYvKsc2pfZ6/dq5Y6KjK7x+vytOvGBj/Xo9LVhlXwAAABonwiKAKQtEHLY1Qza+BeKLdlSHjZe2+DRPn/A40mip0pgmVnorCzL0p8/aFy2dvqIXhrYrUOGM84c/b2QiUv/NVNnPDhduyrqkgpR46lze3XPO8s0b8M+G2cHAACAXEQZCIC0mQyComMGddWX6/eGjQUus6+6Pmy8otatW/+7UJKvv09Anduj8hq3epQUxJlfY1g0feVubdlfk/I8m5uHLQNhg6Pv+VDXHD8o4+ts3FutYzxeuZz8PRIAAEB7xf8JAkib05/COB1GD19+ZEqvrXVHL3EJBE+RO5vtqqgLPg5tRn3Tc1/p6Hs+jL54SPYSupytNTrh9x9newpoI56asT7ja0x+bVHMZaEAAABoPwiKAKQtsPTM5TA6f8xBUY2hH7rsiKit4QMWbj4QNbZhT5Uk6eMVu8LGQ/sKhVbgfLhsR8L5fbF2b3A529YD4c16W2luBGTdB8t26Oh7PtTbC7dmeyoAAADIAoIiAGlz+NeKBSqB5t5xmhb8+ozg8QuO6KtJw3uqS3Fek9f6auO+qIAoIDQoWrmjUtX14VvKX/SPz3WgpkF/en+F3BHVSPQAAlKzt6peuyrqdNdbS7M9FQAAAGQBQRGAtF117ECN6NMpuHtYSWGeOvtDodBwKJmoZs2uqrjHQoOivVX1+vmrC8OOz9u4X/e/u0wPf7Ra7y7eHvZ+t/9vcRLvDiCgqs4XxBbk8b8IAAAA7RHNrAGk7aRDeuikQ3pEjT95zdE6JGTr+WSWeb3+1Za4x0KDIklasiV62Vptg6+SqN7tjToGIHmB1Z0FLmd2JwIAAICs4K8LAdhu0vCe6ltaFPd456LopWifrd4d9/w9VXVhz9fvqY7awSzQtPqnryxQTX10o+xoLEnLJTPX7NGgyVO0akdFtqeS0BOfrdOgyVNU25DMPdi6FYT0HPvOU7M1/t4YjePTtLOiVrf/bxHBLgAAQCtEUASg2UXuOHb/RaNSev3mfdHb2v/q9fAlZaFv8d1n5sS91u8uHJnSe7c0r9dqtTu0ZdOURb7GyjPX7snyTBL79/Q1kqT91Q1Jv+a9Jdv1xGfrmmtKQX/55hEaP7hr0ucv2VoeDGQ/Wr5TO8rrwprJp2L2+r1hlYG/fWupnpu1scmG9AAAAGh5BEUAml3go6XL3/za5UztV0+soCgyTDlQk9wH8+K81r2cZsgv39EPnpuX7Wm0OoEd9nIlQ7vj9cWavX5vUud+7z9zddfbS+X1WvrFqwu1KMaOgHY4f8xBeul7x2n1PWfrJ6cNS+o1E+7/SKt3NlZxXfd+teZuSO7rCpi6eLsu/ddMffPfM7VhT5V+/OJXqvMvFa2sczfxagAAALQ0giIALaY43xfS+POijETukPbR8p0Jz58wtJskKd/VOn/tlRQ0tox7d/H2LM6kdQrcMt5WnhQZ/0w/XLZDl/5rZkqvfWXuJr00Z5OufWp2UucvjtGrqzBBA2pnSFAbqAw6d3SfJt9n1Y7KsOdLtpYnNT/JV0n0/Wfn+q6zs1K//N8ivTF/q+b4w6ZbX10YFkQBAAAg+1rnJyYAbUrgs30HfxjS4LH0jyvHJvXaUX072zKHf181Tm/dfIIK/RVFLZ03fPLziZox+RSVFkf3Z5Ikd5pLetoL468oyqVvk0kxEP3FfxdJkpItuDvv4c+ixgZ16xDz3Hd/fGLY80BvoJEHNf3zdWNEhVvPksLkJijpQMQSPJfD98V5PI1/kKkETwAAAGh+BEUAml1gecng7r4PsfUerw5K0Ow6VO/OTX8o7VjQ9AaOHQtcGtXPntApHQO7ddBBpUXy+pOOR68eF3bc7aWpbyKNS89yJylyppoU+QXClICXZ2+KClyq62Mv2TqkV+Nug6Fvf1ifTmHn1Xt891ueM/U5ptKnKPJbkOdPwSpClpyZNL9PAAAAaB4ERQCa3e3nHKbhvUuCoU9dgyfYryjS368IrzQqiugp9KdLx0S95pgmGvSOHVCawmyb18RDe0qK/oDe4LG0aW918Pl3n57TIg2Oc0UgS8ihnEgO/z3+2ardmrthX9KvczqMth2oUZ3bo9U7K3XrfxfqRy9+JUnatLdaB2oa9Lu3l8V87aG9G4OiQCjTqTA6SG3wB0XpLMVMNtRcvr1c1z0d3lg+3xX9c+/NpTIxAACAdoCgCECzu/6kIZr6k5OC223Xub3BD7GRnBEBUuQH2UnDe0a9JlFfFql1LVf6w6WjNf3nk6KqRiTpxAc+Dj7+cNkO3fX20pacWqsWuC1aY4+iuRv2aezvPtD+6nptL68Njgcqir71+Cxd/M8ZSV9vd2WdjrvvI/3lw1XBgGzDnirN3bBXJz7wscb89n298OXGqNd9bcxBYbuanT2yt+6/aJTeuPmEqHM75PvCo85FjUshY4WwsXy0fKdmrgnffa62waO/f7xadW5PcOyR6WujXhvr5/6X/1ukn/iDMAAAAGQfQRGAFtPD39ukwOWI27/F5TAaHlIVUdPgCTtemOfQB/93UviYK/FOZqHLlQZ1K5YkHXdwt6TnbacCl1MDuhWrIcmqjHW7q5p5RrnB0Up6FC3eckCDJk8JbhsvSQ9/tEp7q+qjwpPIqrldFXXaXVnX5HtU1/vu+YWb9wfDpvV7qnXxPxM3x75y/ACNG9RV038+STNvO0V/uGSMLjtmQHDJZ6gfnzZMt59zmM4bfVBw7OKj+jU5N0l6Y/5WXf7oF/rFqwt10/O+/kUvzd6kP7y3Qo98EhIOxfizihUUVdd79Pr8rUm9NwAAAJofQRGAFnPTpIP1m/NH6KKx4R9IQ3f8cjmN/nvj8cHneyvrg4+/vP1UFee7oj74FuYnDopCw4VhvUr0xW2n6roTBqfzJdhm3MAuGtC1uMnzUqlEacsCfWysWOlDC3reX8lTtsK3y97aXZUq8+/AF9n02RERFB19z4cad/eHSb9Xcb4rpSbnLv9yxgHditWnc1HCZWXF+S5df9IQOR1GfZLoAxbLS3M2acrCbZpw/0fB9968rybha+JVEsayr6pes9fv1fYDtQnPq23waPl2GmIDAADYpekOsABgkwKXU9dMCA9ohvXsqA9uOVmDJk+R5Gvk26HApZduOFYdC136ePlOzVzrq9QI7LbkiviwmRen31FAZLiQTIPs5lZSmKePfzZRB//ynYTn7a2qT3i8PXj2iw361ydrJGW/R1Ggn47TGFXUNuiUP30S99wDNQ362B8opSPf6UhpqZ0jzabQH/9sYlQg9cDFozV/8349Pyt6iVukLftrVFqUL0naU9VYMRVr5jvLE4c+oU75U5n2hTTx/uTnEzUwxq5uP391od5asFUL7jwjbCkdAAAA0kNQBCArAk2qIz/4BSoTxg/xLQ0b3ruTLj9mgIrz4/+6amrXpNa6oVhkPybE9uAHK4OPn5+1UYcf1CnYFLylBQKVB95bocmvLWry/GufnJ32ezkcRm5P8kFRuvdTYUjD+DynUaHLqW8c3V/fOLp/UkGR1LgLm9trJdyZbtry+MGZ12vp3neW6ZoJg9SvS3FYSCRJs9btjRkUBZb8+fojERQBAABkiqAIQFb071qsR68ep/FDwncsi6yKcDqMunUsSPn6r980QS/P2aTnZ21slQ2QA5669mit2VWl39G4Oq7QIHDL/hpd8+Rsrb//3KzMJVBR1BKVXm8t2Kr+XYqSPj/diqJQS+86S+lcJfT7ccLvP9bWAzUpX2fhlgN67LN1embmBs247ZSo47e+ulAdC1w6Z1SfsPHAz3cr/jEHAADIKQRFALLm9BG9osYqahtinJlYrM/HR/Qv1ai+nWVZyno/okQmHtpTtQ3bsz2NViMQxIT297Eh/7BNKj2D7PDfeZuTPteOCrVUegiFuu/d5ZJ8YU2g0Xeq3ymPv/Sv3uPV+Q9/FvOcN+ZviRsUNXhaaekgAABAjqGZNYBW4aenHyJJKmqiMXXACUO7Bx+bkNqFO849TI9dPU6S74PzfReN0tCeHW2cqf0KEjQdbm/O+eunOvj28L5N2Vqh5/VaenPBVnlCwiGPTWUrW/fX6JOVu4LBWDw7ypveJa2ljOjTqclzdlakP9/Qb8W2OA2su3bIjxoL/Pk0pLBMDwAAAPFRUQSgVbhp0lAdNbCLjj+4e9MnS3r2u+P16PS1uuedZWEVJ989cUgzzbD5JNqdqr1Zvr0iasyOJVXpeH3+Ft3y8gLtOFCr60/y3VeeBGHEOaN6651FyVWHnfngdFXUufWNccltSR/p7gtHqkdJgarq3Hr003Vatq08LNCy29s/PEH9uhTpiLs+SHjesm3p7z728uxNTZ5TWhwdFHm9VBQBAADYKeNPJ8YYpzHmK2PM2/7ng40xs4wxq40xLxlj8v3jBf7nq/3HB2X63gDaDofD6PihyYVEAYHdzFrRyqS09O9SnPD40q3td+vvVTsq4laXNLfyGt8yyE37qoNjiZaemSTvxAemLldFna/588tzYi8t61GSuC9XvtOhMw/vrYvG9lNgtVhz9uIa2bdzzJDGTu8taTpkK8qLrjisqvdIIigCAACwix1/jf1jSctCnv9e0oOWZQ2VtE/Sdf7x6yTt848/6D8PANJW4PJ9aCxOcrlaazWgW+Kg6LdvLWmhmbQ+pz84vcXfc/uBWlmWFVwGWeMPIiQl3NEr2cKn55LYSeyYQV0THi8uaLznnf43bs6KopZQXutO+txHpq/Rra8uCAuHAkvP/lm2Rj9/ZYHt8wMAAGgvMgqKjDH9JJ0r6TH/cyPpFEmv+k95WtKF/scX+J/Lf/xU09Se1gCQwOXHDNCPTx2mH0waqjdumqCHLjsi21NqFrPW7Q17/u6ibVq+vf1WGTWnNbsqdex90/TYp+uC28bXNIQERQlem+wSuWQqf0oKY68MH967RD85bZjOHtnY0DnQt8eOZtZNGdMju6Fs4Eu8953lennOZtWG/NkEQqPfT12uV+Y2Vmot21audxdta9F5AgAA5LJMexT9RdKtkkr8z7tJ2m9ZVuCvBTdL6ut/3FfSJkmyLMttjDngP393hnMA0E7luxz6P38T7DH9SzWmf2l2J9RCbnxuniRlbYv4lnD8fdNUn4WlROt3V0mSZqzZrcuPGSBJqm1onEcyFUWDu3fQOv91YklmhVi83cem/uSkqLE/feMIvTZvs0b17dz0hVN01bEDdaAmeifCXp0KstJoO/Lvl+rdIRVF7tj3y9kPfSpJmvqTE7V0a7kuGpteXygAAID2Iu2gyBhznqSdlmXNNcZMtGtCxpgbJN0gSb169VJZWZldl86qysrKNvO1IDu4h9q3WH/2L035SL06JF8Ymo17aO1+j7ZVeTWhb17UsZdX1GvpHo9+c3xR1LGtTfQlevfDj1Xksr+CZv4O399z7N+3V0uX+Kq2tu3cFfy+7d4Tf17jOuzTp4VG/zfa0o8+iv8elXVNL7HasHlLzPF4f35DJX3ySdNL2lJ1aqmk0sb3dbvdkoxq6+ptf69krFm7VmWmsVro4f81Lk2cNW++li1uvCciv1dn/cUXGHUtX+07vqlBL6+o199PLY4KoNB8+G8ZMsU9hExxDyFT7eEeyqSiaIKkrxljzpFUKKmTpIcklRpjXP6qon6SAv+3u0VSf0mbjTEuSZ0l7Ym8qGVZj0h6RJLGjRtnTZw4MYMpth5lZWVqK18LsoN7qI2bOkWS9KdLx+inMfqrdBt6pA7p3dHXl8l/7r+XOfTRzyYm/RbZuIeumeyb6+1Xnq7HPl2rE4f10KG9S7RqR4Xemer7kB82J//X1pR5db10+2kjkp6Hx2vpkDve1W/OH6GrjhsU97yqhdukr+apV48esrqUSFqloo6dNXHi8ZKkJ9Z+Ke3eFfaaR68ep6E9O2pw9w666nzf2I8+Su7riKd3797S5uhG19n+HfDnOVMleZSfny/VtXxF0crqIl0ztXHZ5VNLGgOrtza5tHZXYyXXCSeeJJfTEXVPBb6H37ltiryWdNwJJwWXGaL58d8yZIp7CJniHkKm2sM9lHaPIsuybrMsq59lWYMkXSbpI8uyrpT0saRL/Kd9W9Ib/sdv+p/Lf/wjK1ENPwC0Q0cOKI05fv7fPtO/P1kbNrZ+T5V+8+aSsD4trdWgyVN095RluuDvn0mSvva3z4PH0vlPwYw1UX/PkFCd2yOP19Kv34xuDD595S4NmjxFf3xvhT5b7QuBpi7ZroemrZIk1brjN7O+4IiDdPqIXhrcvUOqX0JCsfpSd2gFTdsD08rWf74Xb4nfmys0JJIad0OLVO/26ou1e4I9nWrinAcAANBe2bHrWaRfSLrFGLNavh5Ej/vHH5fUzT9+i6TJzfDeAJDTChJUNvz5g5Vhz72W9NSM9frvvNhbrNtp5po9Yf1g0hXo9xPaIDqZpViRXE00bvZ6Ld399lJt2OMLDwJzj5VvvPClb8nW3z5erRe+3BR1PDRICP0enHRIDz34jSOanGuBK/X/1Maa59PfOSbl69itR7Hv+15SGL2U8NKjEvf+uefrI5tlTvFU1Eb3VpKkZ2au12WPfBHcJa06B4JWAACAlmRLUGRZVpllWef5H6+1LOsYy7KGWpZ1qWVZdf7xWv/zof7jaxNfFQDan6aqRtbuqowaC90WvbrerUGTp+ixTxP/il2/u0qDJk/RtGU7mpzTkq0HdPmjX+jWVxdo0OQpevFLe3vhvL+k6TlECnzFq3ZURH1Phv/qXZ38x4/12GfrdNPzvsbfde7whtSh/zS1W1kg3PJ6rbDt2L993EA5kthpLF5j6kQiK3am/fRkjRvUNeXr2O2yQ/P176uO0hEhjeNPPqSHlt11lm6ceHDC13q9llbcfVbMY707Fdo5TUnSCb//WF6vFdXk+6PlO8Oe19S79cj0NSpbET4OAADQXmW66xkAwEalxfl6/rvj9dysjZoSY0vvDXuqo8ZCo4o9lb6eLU9+vl7fPXFI3PdZsHm/JOmN+Vt16mG9Es5pX5WvMmPaMt8H6ee/3KjL/DuCpSrWFu4/fWWBzh7VW3e9tTTp6yzcfEBVdW6d/qCvz9HvLx4lt9dSnsOh2gavNu2tkSR5/blOaCXQ1/72udbvrlKFv5LpvNF9lEhtg0fvL9muG/4zNyzIi1VVE0tNGhUr3oigaGDX4pSv0RzynUYTD+8dFu45jFSU74wbiF117ED954sN8lry9djyW3ffORp82zuSpDdvnqBN+6q1ZGu5unUoUP+uRWHLE9M1/NdTo753e6vCG3FX13t07zvLJbXtnQQBAACSRVAEAK3M8UO767A+nZTnNKqodWtaSAXEqzGWmQUihf3V9br+mTmSGrdqb0oynWYC1wo997FP1yrf5dDVCRpDx+LxWjH729S7vXpxdvSyr0R+9cbi4ONf/HeRJOmYweFVN0u3lev5WRt1aO+OwbFFWw6EnRMrvAq1p6pet7zsazAe2vempDC5/4R6vJbe/uEJOu/hz5o89/CDOmnJ1vKoHkWuNKqSmtNt5wzXZ6t3aUd5XXDHsIK82HMMfHsj/9xDdxrr2alQPTsV6qiBjX9+XxtzkN5csFV3nHuY7p6yLK151ru9YT2mJIVVhUm+oAgAAACNWtf/eQIAJEldOuTrL5cdqYnDe4aNT1kYXWVUXe9RbYNH/56+Vsu3V0iSDtTE7s8SEPiQblmW3B6vXp69Sd5YHZTVGBQFlrgZSXdPWaZfvxHdGDoZ//liQ9RYOv2PXpsXvYX8uIFdosZ++b9F+s5Tc+Jep6mlZ1LsPkod8pMLin506jCN7NtZnZoIlq4cP0B3nn+4JGl4n5JW0bw6nu4dC/S7C3w9hwJBUNfi/JjnBu61WLdX9475+ua4/jFfF6iqaqofVVOq68KDIHfERJJtZv3mgq2a/N+FGc0FAAAgF1BRBACtWF4SH5LX7arS8F9NDRurqHXrtXmbddHY2A2GA1e1LOmxz9bp/nd9S2++cXT0h3bjP9sTqAhJtlwpjncXbY8aq3N7VZTnTGuZVqit+2tijicKzuI1PU7EGKlHSUHc4+eO7qMt+2r0+k0TgmPHH9xdU5dEf+09Sgq0q6JOxx/cXccM7qr//eB4je5XqjMP761T//RJynNrKYG4JRAExat6GtGnkyRpUPfo5XNz7jg97vVH9u2stxdu08AMd5TbE7HULDKUrAupOLrttUUa3L1YXYrzdWlEgPWjF76SJN1/8eiM5gMAANDaERQBQCvW1LIoSXppTuwlW28v3KaLxvbTzopadS7y9dP5fPVuFeU7g1nPlEXbgr2QmqpCilX1s6O8Vrf/b7FG9u2ka48frM7FTfftKYyxRKnO7VHHQldUUNS5KK/JeYV6ff7WpM8N+HBZak2MTx/RS49ePS7hOX+/YmzU2F8uO0Kb91XrtD9PDxsf1K1YuyrqgpU5Rw7wVUV1iVOh01oElpKF3qGnDu+pLh3y9cb8LcFdxS4d108jDuqkkRFNpZtyw4lDdOKw7hrYLTwo+t5JQ/Tv6eHN2sf066wFm8OXFMZTHnE/BZqVS4074EnS6H6lOrR3SUpzBgAAaAtYegYArUCXOAFLOjtmBeytqpdlWTrmnmm68tFZqmqwdOVjs3TRP2YEq4RCPTVjvfZW1WtvVb0OVDd+mI4sIAp9Ov7eafpw2Q795cNVGnPX+1HXDARUoT5esStqrM7tVaxMLHRsVN/O+tV5I1RSkJt/x1GY59TQntHBQ6k/EIrcQS2ZkDCbYhWYPX7N0frjpWO06p5zgmPGmJRDIsn3/Tj8oM5yRtyAHSP+/Ad1K9YlcZavxVIVsdSsIsayQin55ZAer6V/f7JG1fWxrwMAAJBrcvP/tgGgjZl+66SwLdwD4oUFR/Qv1fxN+xNes7LOrXp/4945G/Zpw87EwcOW/TX60Qtf6bPVuyU17gAV2cMnmQbYkrRyR4W6dshPqiKozu2NGV45HUbPXz9esnxNviXpuhMGa9DkKUnOwj75Tkfw+2mXZ68bryc/XydJUYFIaw+Kjh3STV075OsHE4em9LpnvnOMilLovxT5fQh8m/qWFmnL/hrlOR3Kd4af07e0SEcN7KI3FzRdYVZZGzvgKa9t0N8/Xq0fTDw4rPG2ZVlhz6cs2qb73l2u+Zv265/fOirZLwsAAKDVoqIIAFqBksI8de8Y3fMmzxk7LBg/pGvM8VCrd1bq5ue/Cj7fVdMY8WzaVx3zNRv3Ro9HVhQtaCKgknx9f854cLrW7a5q8lxJuugfM7S9vDZq3GGMjj+4ezAkyqZ8l+8/mXbFNxMP7aEThnUPNm12RPwXOdMmzs2tS4d8zfvV6RrTvzTuOaP7RVcSnXRIDx09qOn7NyD0+9CvS1HwcSBAynM6oirvTjqkR7DZdlM+Wx1d4SZJv35jsf7w3grNXLsnbDywVDOg2l+R9O7i6P5TAAAAuYiKIgDIQYf17qQvbz9VJz3wcViPlUgfLN0RczzQvDpSaGPnv05bpZMO6aF70tiafPuB6NAnluJ8Z8LtyVs6LHngktEaP7irVu6o1PXPhO+UZneFz5PXHC1J8gSXcIVfP5nd2FqzBXeeoQJX5n8f5XAY/fXyI3VY7xL161KsJ/wVWIF7I8/lCAszb540VD86dVjSf16fr94TczxQCVfn9oY1Sb/5+a90aK8SDevlW0YYbPIOAADQRlBRBACt2LY4gYvTYdSzpFCf/+IUW9+vImQZzp8/WKkL//55k0vcQv112ipJ0o7yuqTO7xln57Aj/FUqkX17mlu+06GB3Tro9BG94p5jV34TCIYCTaEjl5619oqipnQuylNhXvJLzBL52piDNKxXSdiStUAQlO802lPZuLPZz848VPkuR8bBntvr+3PZVVGn4+//KOzY6Q82NiT3huREHi+hEQAAyH0ERQDQisVrAhwIETrFaBadCXeGH3T//MFK7a6s0+Y4S9vGDewS9nxUv9KY533vpCGSpEN6xd51Kt+GSpVYEjUP71vqW/YUq5dSKqb+5ES9/cMTgs/7d/VtG18a0dC8pUOyXBO69Gx/dfI74yXL4y/1mvzfhTGPBwI+b8jPTGWcxtgAAAC5hKAIAFqxowd11cq7z9Yd5x4WNh6o1Eh2V7RAyNESxt39oSa/tijmsdDwo29pkf7vtGExz+vduVBPXXu0HrrsiJjHl911VsrzSqYSqFen2BVO543uo+9PPDjl94xleO/wreJ/fd4IPXb1OI2OE5ohXOSfY57ToWsnDLL9fQKNy+Nlp/Uer/70/gp9srKxx1EmQdGM1buTavwOAADQ3AiKAKCVy3c5dN0Jg8PGjh/aLaVrlBS2jpZ0oVuOnzWyt4rzY8/LYYwmHtpTJYWxK6ZSWVZ09XEDJUnFec5gJVbvToUxzw1U90Q6Z1SfZlsKVpjn1Glxlrr96JSh+u+NxzfL++a6QJCT53SoW4xG8KH+8s0j9PuLR8U8dlDnQg3p3iFqPNYuhJHHH/5otT5avjM4tjNGQ/ZklNc26IrHZun7/5mb1usBAADsRFAEADkgtNHxtJ+erAJX4t4v6+47R98/ubECpnOCJWoPXDw68wkmqbahsXG1x2vFbXY8Ks6Su3R0KPCFUcUFrmDA9LsLR+rSo/pFndsjTuDgdBhZwabTtk2tSbeccaiOiliu194Flv4FQsd4OwOGuvDIvvrm0QOixi85qp9m3HaqCtLopVQbown71CW+nc88XkuvzducdM+iwPK1JVsPpDwPAAAAuxEUAUCOObhHxybPMcaoMK/xV3yPOE2jJd827Xb455VjmzwnNCg6+dAeKsiL/s+Q02GS6s9zSUjQEwiA+neNXmLXwd8AOc9hGhsguxzq1yW6eije+zqNUZ9SXxXS4Qd1anJuaD6BoK4xKIr/vzJHD+qiE4Z2Dz4PNCm/edJQ37X84x5v4uqhWJZsLY8am7V2r/ZW1euFLzfqlpcX6LlZG2RZll6duzmpaqNMe4QBAADYgaAIAHLIYX2SDylCmy5ffdyg4OPCiHCmqeqkZHUsdDVZ/VLjD4qe++54TTq0p/JjfMj3Jrnd+B8vHaO/fPMISdIxg7pKkn5/UXR1VKCfkyM0KHI69INJB6s4ZBetsw7vHfe9HA5p7IAuevPmCbpx4tCk5ofm5TCBhu7xl1W+8v3j9ex3xwefP3r1OK2//9yoQDGdfObap2ZHjc3ftF9jf/eB7nh9sSRpZ3mdbn11oX72ygKd/IcyTVu2I+a1ApVHBEUAAKA1ICgCgBwx/eeT9PL3jo0a/+vlR+pvVxwZNX7OqMbgY9zALjqqly8UKYpYZpPvcmhECgFUPMX5rqj9wH506jC9++MTg89r/Mt1Ovl7D7liBEVJ5kSSGkOl3p0Ltf7+c3V8SPVIQGBZkdNhJP+1C/McynM6dPzBjef/66qjwl73/v+dFOxlFKg+Gt2vNONt15GZQ/074f3szEP1o1OH6RdnDZfkqzBLtjousBwx0Hw6maWO6ey057EsvTJ3syRfSHrd03O0dleljr13mrYdqAk7T5LcntQrmwAAAOzWOrqbAgCaNKBb7EbLXxtzkCTp7QXbNHXJdh3Rv1SSNKxXicYOKNW8jfvlcBhdc3iBzhg7QLPX79OHIZUNsXq8PHvdeH3r8VkpzS+039D3Thqi75wwWL0imkbX+pcL2dVcO1CJkahvUKF/Xg5jVOEPBgJNq3vG2eVMkg7pVaIZk0/Ruj1VSS33Q8uYNLynPrzlJB3co2NY764/Xjom6Wt06+D7c99dWSdJuuuCwzWkewd9e8IgLd58QFc8Fn3vd8h36pBeHbV4S/SSs3j+WbYmauyZmRu0vbxW7yzaHmxSH1j55rWkitqGuE3cQ/1n5no9N2ujpv7kpKTnAwAAkAwqigCgjfjXVUfpy9tP1QvXN1YdPffdY/XlL0+VJJXkG33v5IN10iHhVTcupyNqW/gjBpTqsqP7R71H6FItKXy5lstpgsHLeaMPigqJpMa+MnYFRYFd07qHNKH+/cWjgmGZFLL0zEinDO8pSerWIV+SdFjvkoTXdzgMIVErNLRnSVhIlKqDe/h2OTtuiG/3wJLCPP3w1GHqVJinsQmWTza4M18aVl7bIEnKDwloPSFldPe+szyp6/zqjSVavr0i4/kAAABEIigCgDakZ0mhikLCnKJ8p3pGBDZXHTtQM287JWzswW8eoUH+iqXvn3ywOha4dPeFI8OWjUnSwG7h24ifcXjjtu4uh0P3XTRa9359lEb2TbyULZmKiWScPbK37rrgcN1y+iHBsW8ePUCv3zRBL1x/rF6/aUIwKHI6jP5x5VjNveO0YMhwxfiBtswDuaVnp0J9+ctT9ePTDok6VhhnBzRLjfd7oubwTdlbVS8pvAm3N6Q3UWA5XCSv19LCzfujxpPdWQ0AACBZBEUA0M4YY9Snc3gz39LifF06rr//uG/M5XTooIjzunfMDz6ec8dpumhs485jeU6jzkV5umL8gLjVHhcc4VsmF9rvJbKaKRUOh9HVxw2K+eH+uIO76Yj+pcElcfkuhwrznOoWUn1Ev6H2q2enwpT+/P92+Vj932mH6Ktfna4eHe0NihKFPTX1Hg2aPEWnPfiJvva3zzV3w96w44EqPQAAALsQFAFAO5XMZ2RXRP+irh0ag6LuER+WE21Tfv2Jg/XAJaP1p0vHaMlvzww7duIwXwPiK8cPaHpCaQh8BO9cFLuK6U+XjtF3JgxulvdGbnrq2qP1jXH99NbNJwTHThjWXQ6HUZcO+XLEuNXv/fqopK69fneVJOmnryzQ/700X6f8sSxs6ZnkW552x+uLVFXn1p4qXx+ltbt8r9tZXhd2bp3bk/TXBQAAkAyaWQNAOzX91knadqA2ajw0GooMf0KDokiRoVKo288dEXJe+DUDrxrTr1QOY3T2yPjb1Kejyr+UJ15QdPFR/XTxUTEPoZ2aeGhPTTy0p1buiN0DyETs7zemf6lOHBa9414s5bWNS8v+99UWSeEVRVV1bn3nydmas2Gf+ncpVu/O4UtHI3dfq6OiCAAA2IyKIgBop/p1KdbRg7oGnzv8y8UcIcvGIndECyzx6lsaviRNkvJilVkkIXT5z+8uHBlzi/tMnDK8py46sq/uPP9wW6+Ltq/Aldw9XV3nVv+uxZr205ODY2eG9O9qyhkPTg8+/mj5Ts3ZsE+StO1ArX784vywcyODoveX7tDaXZVJvxcAAEBTqCgCAEiSrj5uoNbvrtINJw8Jjvn6GRUGK4/yHEZv3DRBB8UIihJVFCVy61nDJUlf8/cvslthnlN//uYRzXJttG2RoUxAZAuu4X18zdtDe2WN6ttZ7y3ZEXbemP6lWrBpf9LvP9cfGIVyRrz5r15fLElacfdZKnDFbsQNAACQCiqKAACSpA4FLv3+ktHqFLEjWWiFkcvp0Jj+pTF3fUrUoyiRrh3ydf/Fo+PuNgVkS7zgJTSq+e+Nx+v3F/v6E+WFVMc5Qh5fdnR/vX7TBPXoGH/pZiyLthyIGvsqTtB06B1TU7o2AABAPARFAICEOoX09jnz8Pj9g1zsIIY2JpmlZ0cN7KLifF+Bdmj/rdCQqTjfpSP6l0oRvY0e/OaYlOf0h/dWpPwaSXJ7vLrysS80Y83utF4PAADaD4IiAEBCj317nH5+5qFad985OrR3Sdzz2GoebU28pWdRa8/8Qpdfnj+mT9TxQGP1gDynQ4V56f2v2PAYP4vvLdmuVXEacO+urNfnq/cEex6VrdipJVujK5YAAAAIigAACfUtLdJNk4bKxPlwHNDUcSDXxKuSC4z+/MxDw8ZDG7r3LGncrcySb1ez2oit7F0Oo7d/eGLK8/rT+yu0fHt0IPS9/8zV6f7G2Bv2VIUd23qgRpK0q6JO4+7+QNc8OVvn/vWzJt9r3sZ9+njFzpTnCAAAchdBEQAAQAzxws+TDukhSbogogF7ZEP3E4eF7+Dn8Vphz50Oh4b27Khjh3RVKh7+aHXC44MmT9HJfygLLjOzLEsX/WNG8Pjuyvqk3+uif8zQtU/OTml+AAAgtxEUAQAApOAnpw7TjMmnqF+X4rDxQAVS706+aqKJh/aUJFn+fMjtsWKe70hQjfeDiQdrwtBu8ZfBJXDFo7P0wdIdWrqtPO45K7ZX6D9fbEj52qH2VtVr6/6ajK4BAABaD1e2JwAAyG0PXDJa05btaPpEIAedO6pPVGWQw2F0UGlR1LnGGP39irE6YkBpzGt5rfCgKLAzWqL+XjefMlTF+S5tP1CrY++bluLspR88N1cNEQFVqDP/4luq1rHAqa8f2S/l60vSuLs/kNeS1t9/blqvBwAArQtBEQAgI98Y11/fGNc/29MAmsXfrxyb0vnnjo5uYh3g9i89K3A5VOf2JlVRVJTn2z0tclmbJOU7Har3eBPOJ1FIFOr/Xlqg/321VReP7avfv7tcb/3wBHXrWJDUa73JvQUAAMgRLD0DAABoBpeM7acTh3XXjRMPluTbol7yBTxSYyVRoKDoHzFCqUCfpNBG2QHDenW0db7TV+7Sj1+cr60HanX3lGVhx258dq6OuOv9jN/Dsizd9+6yuLuzAQCA7CMoAgAAaAadi/P0n+vGq5e/Z1Gg8Mbprw6KrCgKBEgxxSg66toh37a5RmqIqFR6d/F27a9uSPiarzbu087y2pjHahs8KluxU+X10r8/WavTH5we91zJFyhZFqVKAABkA0ERAABAC3j06nH69nED1a+Lr79RoEdRoGrIExKMfPLziXr3xycGn3cqjO4WkGqO8rMzDkn63MigKJZ6t1e3vDQ/+Pzr/5ih0/78Sdg5v31rieas36u7pyzVNU/O1qYKT/DYXW8vjXnd2gaPBt/2jh6atkord1To1lcXRO0YBwAAmg9BEQAAQAs4pFeJfnvBSBl/eZDThC89C62gGditgw7r0yn43Bij0f06h10vL0bfonjGDihVlxQqkN5bskMvfrkx4TlLt5Xrta+2hI2V17qDj/dX1+vJz9frkn/N1JqdVZKkA3WNX2ODxyu3x6uaek/YNarqfNd4ZuYG3fjsXL08Z7PW7qpMeu4AACAzBEUAAAAtyPIvQgv0sC7Od/qPJA5+KvwhzPEHd9NVxw7UfReNDlYJJeiHLUmq93hVUpiX0jwnv7Yo4fECV/z/jdxZXqsj7vog+Hzm2j2SpPL6xnPcHks3P/+VDvv11LDXBhpwG0l5/uV4biqKAABoMex6BgAAkAWByqI7zz9cvTsX6bTDeuqMEb20vyZ2L6AjB5Rq3e4q/ePKsSot9lUH3XzKMN18yjC9OnezfvbKgrjvVZTnjLl8LVXvLtqms0f5dnarc8dfnra7sj7m+EsrGsenLd8Z85yaBl+F0Z6qeu2p8p3vTnL3tljq3V69NGeTrjhmQLCBOAAAiI+KIgAAgCzq0iFfk88eLpfToUeuHqeXv3dczPPu/fooffB/JwVDolAXHHFQwvd46LIjg72QMnHjc/M0aPIUPfX5Oq3ZGX85WJ3bE/dYLA0erw7UNOipz9dFLUWTpAZvdCj18YqdOu/hT+X2eGVZltbvrorZAPvRT9fqV68v1qtzN6U0JwAA2isqigAAAFpQupt5FeY5NaxXScxjeU6HhvbsqNUR4c0bN03Q0J4d1aHApaI8Z8zXpuM3b8VuRC1JI349Vb8857CUrre/ukG3vbZQHy7bqR+fOizqeEOM6qWfvbxAe6rqtbuyXn96f4VembtZb948QaP7lWrzvmp9umq3unXI1x/eWxF8j7Zsf3W9vFbz7oYHAGgfqCgCAADIAhsKfMK8cdMEfXn7qcHn038+SWP6l6pDge/vBbt0yFfZzyba+6YxVNd79Phn61J6zdVPfKkPl/mWoj00bVXU8W8+8oVmrtkTNlbvD4+OvW+aXpm7WZK0q6JOknTZI1/ottcW6acvNy7H80QkdD9+8Svd8vL8lOYZMHfDPr29cGtar7VLvdurv3y4MliBdcRdH2js7z5o4lUAADSNoAgAAKAFpVtR1JQOBS71LCmUJB3aq0QDuhVHndNSPXoKU6xeWratvMlz/vDe8uDjAzUNqqhzR50T6G+0dX+NJKm6oXEZmzeiIfYb87fqtXlbosaTcfE/Z+jm579K+XV2enXuZv3lw1V6+KPoYA0AgEwQFAEAALSgvl2KJKUepiRr4W/O0Bs3T4h5LDQomv/r0215vzH9S6PGtuyrjnluj6L0g6p5G/drw54qSdIDU5fHPKe63qOnZ6xXIPvxhIRA8fKgxz5bG/a8wePVVxv3pT3PlhKokIrX/BwAgHQRFAEAALSgP31jjB6+/EgN7dmxWa7fqTAvbgjlCgmKIptidy7KC3v+7o9PjPseT15ztI4cUCpJuufCkWHHuncsUHltdLWPJBVkmI2d/Icyldc2qMETe8e1W19dqDvfXBLzmMdradDkKVEh08LNB8KePzJ9rb7+jxmas36vvvGvmbr0XzN0oKZBt/9vkTbtjR2A2WFXRZ0GTZ6iqYu3J3V+gdP3v/H1bm/UsjxJWrzlgD5fvVsPfUjFEQAgNQRFAAAALahTYZ7OH5N4l7Lm4oiz9OzfVx2l6T+fpOtOGBwc69O5MO51SgpdeuY7x+hf3xqrkX0765jBXSVJD1w8Wof1id1w+6UbjlW+M7mKouL8+InS6N+8r5fnbE7qOqFWbK+QJP2jbE3Y7miRhUY7y2slSfM27tOX6/dq9vp9evzTtXpu1ka9tyR+iPPOom168cuNUeN7Kut022sLVduQeCe4VTt98/v+s3N17zvLwo7NXr9XFbW+yiHLsvTxip367zzf92Dash26/NEvGr8ey1Jtg0fnPfyZrnxslh78cKXq3B5NX7lL7jgBGwAAoQiKAAAA2glnRAftt394gsp+NlFnHt5bnYvzdMe5jbuVJVoa53QYlRTm6ayRfSQ1BjsupwmrWgpYeffZGj+kW7Ci6MrxA+Je13c9+zfmnRoS8nznqdmNByKSom4dCyRJ5TWNVVEN/nVrK3dUaMnW8Aoky7L0wdId+sFz8zT5tUVR73vvO8v1wpeb9O7ibQnnV+Bq/H4/Mr1xOVxNvUeX/mumbnhmriTpv/O26NonZ2vWur2SpH0Ru7mV17q13B+KBby3ZIeufuJL/e3j1QnnAACARFAEAADQbjj9FT2BvGhk384a1L1D8LjxH3A5jApc4f+beNWxA+V0GHUqdOmIiL5EgWjI5XSEBR5j+peqV6cC5fuvVZznOzO0V9J5o/sEH086tIckadzALml+hcn5eMWu4GO3N7zKJjAzKyRBCoRfL8/ZrHP/+lnY+S/O3qTrn5kT972q632B089fWaiNe2IvXfN6rWDFUKQG//zmbtinerdXP3tlQczzAtbsqlR5RN+i9bt9vZ1W76yU1Fh1FKm2wRNVdeTxWnGX+gEA2iaCIgAAgHYiUFHkMPGXgE39yYmaMfmUYGgkSc9eN16/u3Ck1tx7jhb+5sywY1JjwJTnMHKFLC979fvHadYvTws+v2pEvq4+bqBOPaxXcGz8kG7Bx49ePU7PXjde/7hyrB667Igmv57x/iVvmahtaAxB3B6vXvAvH/v7x2uC44m+X5E9jsKv7dEBf2jj9lp69NO1Mc+76+2luubJ2TGPNbh986v3eDVn/d647xWwdleV6t3hwU51vS8U8vqX3D3+2ToN/9VU7aqoCzvvuPum6byHPwsLkS76x+cadvu7Tb4vAKDtICgCAABoJwKVPHFaFUmShvfupJ6dfP2JAj2LDiqN369Ikor8y9Rq3Z6waqPIZWilBQ7ddcFIdQjpQdSvtCj42BijE4Z1l8NhdFpImPT2D09Ql+LwZtuS9Pg1R8ecz4nDuiecb0C+y6Ed/p5EkvTSnE3aeqA26ryXZm+K+fpbX12gtxduDRs7UN2gV+f6+ged8scyzQhpNN2vS5EiWZalp2asjzvHBk9jZdN1T8evXAp4ZuZ6Xf+f8PNemeObf0WtW5f+a4Z+72/ove1ATdh5+6obtHx7hYb/ampwbEGCIAwA0DYRFAEAALQTgaDo5EN6JHX+L84arrd/eIKG9Ei8Q9vw3r4G1nsq6/WdCY0NsSMrjwLyQ5a19e/qC09KI4Kg0B5JI/t21sc/mxh1nY4F4b2M8v07gcXqkxRL9w75Wre7SuPv/VB/fG+FNsbZ1Wx7eXR4JPmWolVE7PB2y8vz9bNXFmj+pv1RoVOeM/p/vT9ctjPu/MprG3Tjc3ODz2uaaIgt+SqcrIi+S3uq6iVJs9b6mnOHhk8NHq+2H6iNufRtxurdTb4fAKDtsb9TIAAAAFqlPKdDH/30ZB1UGl3ZEku+y6GRfTs3ed71Jw1Rg8ery48ZEHdntch5BBxUWqSeJQW676JRYec4I67TuSi6okiS/nPdMbrq8S8lSUcN7KKZa/fI6Uju70KPH9pdr87drB3ldfrbx6uVYIVZ0rbs91Xp7Kuujzq2vbxWdW5PsI+Tx2vp/neXRZ0XODb6N+9nPqEE/vbRar2/dEfc41c8NqtZ3x8A0DoRFAEAALQjTVUHpaMwz6lbzjg06fNDK4qK81368vbTEpztE6866cRhjdVRBXm+6+Y5k0t8+ncpDnseWYmTjsCOY9fG6Dn0yPS12rCnSv++apwk6YOlO7RmV1XM6/z5gxWZTyaCN+ILTBQSAQDaL4IiAAAAtKj8GEuwYllw5xnyehvDjb9dcaSG9y7R1/8+IxgKSdK5o/toWM+OwV3F9lZFV/PEUpjX8l0YPvCHM+8t2a6nE/Qm+nSV/cu+3F4bkrAYGjxerdhekVT1GQCg9aNHEQAAAFpUgSu5/wXtXJSnLh3yg8/PG32QhvYs0ew7TtO7Pz4pOP73K8bqJ6cdoguP7CtJOtTfM2mUP7gY079UxwzuqkevHhd8zQMXjw7b8SzUC9cfm9oXlIKiPKd2ltfqe/+Zq5lr98Q9L9FuaskaN7CLXv3+cRlfpyk/euErnffwZ8FldwCA3EZFEQAAAFpUrKbOqSjMc4Y1uw446ZAemnPHaerWIV+HH9RJ3TsW6Lqn56hDvlPP+8OfJb89U06HUWGeU/dMWSpJKs53avqtkzTu7g8lSccd3C2j+TU1928+8kXweb7ToXpP7MAqUy9/77ikekZl6r0l2yVJE+7/SH/+xhhdNLZfs78nAKD5pP1faWNMf2PMx8aYpcaYJcaYH/vHuxpjPjDGrPL/u4t/3Bhj/mqMWW2MWWiMGWvXFwEAAIDcEehRZEfz6EjdOxbIGKNvHj1ALn8gFdoYu0OBKxgyBaqVHrhktLp3LLB/MjHsqarXut2NfYkO6Z1ez6g/XjpGX95+atjY898drxOHdQ8+b4mQ6Mt1exW6ou2+d5c3+3tKktdr6bNVu2XZ0VgKABAmk7/OcUv6qWVZIyQdK+kmY8wISZMlTbMsa5ikaf7nknS2pGH+f26Q9M8M3hsAAAA5KhAUjWrmnjaB/kaRO6gFXH/iED18+ZE6d1SfqGM3TTpYj397XIxXSX+4ZLRtc+xUGHs3t6ZcclQ/9SwpDD7/7BeTdPzQ7vrWsQOjzn3nRyemfP1Bk6c0ec7mfdX6xr9nho25/N/rDXuqtHJHhQ7UNGjQ5Cn6zxcbgufMXr9XB6obUp5TqGdnbdC3Hp+ldxdvz+g6AIBoaQdFlmVtsyxrnv9xhaRlkvpKukDS0/7TnpZ0of/xBZKesXy+kFRqjIn+rzIAAADatDynQy9cf6ye+c4xzfo+h/h7FV0cZylUntOh88ccFHNHtZ+fOVynHtYr5usuHddfq+8525Y55ifZrynUh7ecFDXWz7+DW8cCX2eJkw5p3A1uxEGd9I1x/fznFemPl44JHjtjROPXePVx0SFTwLuLtqne3bhEbuaaPbrrraVR5wVCuZP/UKYzHpyubQd8fYv+M3O9JF/j60v/NVPXPvVlzPf5bNXusBDJ7fHqF68u1JpdlXr2iw36bIvv2Nb9tZIUVp2VjE17qzV/0/6UXtMUt8dLZROANsWWHkXGmEGSjpQ0S1Ivy7K2+Q9tlxT4r09fSZtCXrbZP7ZNAAAAaFeasw9QQN/SIq2//9ykz+/dqVDDeoUvBfvlOcN17zu+5VQ/OW1YMIBxJdFn6aRDemj6yl0Jz2mqX9NdFxyuZdvK9f6SHdrj381taM+SuOePH9xVVx83UNefOCRs/IFLxuj3F4+W1/KFOTvKa/WH91bIERKS9S0tinvdG5+bp3u+PlJXjveFSZc/+kXM81wR1Vtef7YUeJ9A2LR4S3nUa8trG/Stx2dp/OCueul7vibcS7aW66U5m7Rse3mwwfcd8vWVkqTqenfcOcdy4gMfS1JK90UilmVp6O3v6tvHDdRvLxhpyzUBINsyDoqMMR0l/VfSTyzLKg/9GxnLsixjTErxujHmBvmWpqlXr14qKyvLdIqtQmVlZZv5WpAd3EPIFPcQMsU9hFRF3i+t/R66/3inpJqwOR4ScvwI11aVr92qsrWJr/PkmcVavterQ7tWafrKxOfu27M7+PjUAS5N2xgefBzYvFpn9nBpWxevyqqkIZ0dMb+HoWOndJbWLNytNQned+cmX2XOlh2NQdaSlYleIa1csVK/WblS6w/Eb75dVxv+/Zs9Z7Ykafn2CpWVlami3vfRwGt5VVZWpsp6S48srNO1I/OD1Uiz1u3Vd/7xnq4eUaBV+zySpKqKiuA1X37nI23d4RtfuXaDyspSX35m133o8S9vfHrmBk3qvLuJs9EatPbfQ2j92sM9lFFQZIzJky8kes6yrNf8wzuMMX0sy9rmX1q20z++RVL/kJf384+FsSzrEUmPSNK4ceOsiRMnZjLFVqOsrExt5WtBdnAPIVPcQ8gU9xCSNtXX3ybyfsnZeyjO1xMYD1VS4NKkSZM0KTDwXuJePwf17iXt2CpJOuuYEZq2caF+fOowPTRtlSTp+GPG6qiBXfXe3kXS5o26dtIITQztQxRvbk2oXLhVTy/9SkUdO0u790qSfvetSXrzt+/Hfc3TS+ubvG5Jxw467oQTpKlTJUnurkMk+ZaomYMO19G9SqSPpsnpcGjixIl6ZuZ6Ldy9RLNreugnpw2TPpomSfpoo1tP/OBMFa3dI836Qt26lGrNAd88b51eo3u+PlIvrlisbj37aOLEFHpGhXy/3lm0TUcN7KJenQqjTrMsSy98uUlfP7KvdlfWafn2Cp0+InopYk29R3p/avCaaP1y9vcQWo32cA+lHRQZX+nQ45KWWZb155BDb0r6tqT7/f9+I2T8ZmPMi5LGSzoQskQNAAAAyHndS2LvnvbQZUfoxy/Ojxp3ORur8S85qp8O7V2i0f1K9cnKXZq/aX9wR7Fg0X5EL5xHrjpKeWn0OSot8u34VpDn0Is3HKuNe6vVuShPRw/qotnr96V8vQCnw6Ebn50XfP7PstXBx99+4kv19ocydf4laKXFvnnsqqiT2xP+tVXXu4MVO1v214QdMwpfypaq6nq3fvDcPA3p0UEf/XRi1PGZa/bol/9bpMc+Xau1/j5IsZar1XvSe/+2btuBGvUqKWyRnfemLNymJz5fp//eeHyzvxfQXmRSUTRB0lWSFhlj5vvHfilfQPSyMeY6SRskfcN/7B1J50haLala0rUZvDcAAABaqTl3nBaZZ+S05787XjUNnqjxN2+eoK/97fOwsbNH9g57/vnkU1RS6FKnwryYQVG+06G/Xn6kBnQtljFGo/uVSpImnz1c3/vPXB3Sy9ePKJgTRbz+jMN7Kx1jB5bq2gmDdPHYfhrZt7OOHeLrGfXXy4/U+Q9/rt2VdWld17IsfbR8Z/D57srwKqTt5bXBx9sO1KjO/321LEsNEaHLnsp6NcQJitbsqpSk4PFU7fM3zN6yrybm8cBl14Y0y566eLt2VtTq6uMGBccCQVWmecjuyjoVuBwqSXMXvNZk095qnfjAx/rp6Yfoh6cOa/b3u+l5XzDp9niT6h0GoGlpB0WWZX2mxv9mRTo1xvmWpJvSfT8AAADkhu4dY1fV5Krjh3aPOR4IdQLKfjZRA7oWh40lahDdtUO+rp0wWIf2jm5OfeyQblpw5xnB5138lTfF+bbsRaPifJfuPP/wqPE+nYt094WH6/shVUGpSKXC5+XZm1Xr9gVFHy7bqaq68DDurYVbVbYidjPwxz9b5ztnwVZdOX5AMOiSpJU7KjSsZ8eYu9kF7PM3Bo91yhvzt2h/yM5rAd9/dq4k6eyRfeQwUreOBcFwy5HgvZIx7u4P1bVDvub96vSMrhOL12vpW4/P0vUnDtGk4T1tvXa926tj75umuy8cqXNG+Ta0DoR6n67aHTcocnu82rC3Wgf36BjzeFpzISgCbMNPEgAAAJCmV75/XPDxoO4dUlpqM+9Xp8cMiWK5+ZSh+tV5I/T1I/umPMdUFbicUWM3nDQkxpnR6txeFec7lZ/EB/YHP1ypf5Y1NtCeuXZP2PEHpq7Ql+v2Nnmdyx75QoMmT9HmfdV68cuNOuPB6frtW0uDO6It316uZ2auD3vNeQ9/JskX8Hyxdo8m3P+RVu/0VSn9+MX5uvPNJXHf7+h7PtRRd3+oN+Zv0ZsLfP2ljJF+9fpifeNfM5ucbzx7/eHV3A17ddivpmpnSPVVpBe/3KjFWw4kdd09VfWasWaP5m/aL0la+v/t3Xd4VFX+BvD3ZNILhFQICYQklBAgoZcQWpAu8kOaK2tl7WtZG4LLIqKii4juLmvXBRWxgOxSBQUpUhQpoYOQAIHQE0JC+vn9ccvcOyWZFEiA9/M8Ps7cuTNzZnJS5uV7vufkJZTU0JK583mFuJBXhJf+Z32/9GpCw7dCVk4Boicuxa/pytfzteX7kfrmTzhpqBR74svteHDer1UeS0ExlwES1RQGRUREREREVdQ5Osjlc58f1Ar39Iiu0vN4e1hwf89m+s5gV5O29byRbaWUM5nZV5BfVIrHU+NqelgV6vn6GkxcmAYA+PTndNwyax0AJUiasngPChwsH8wvKsW49zcjM/sK/rvDbp+dcj3x5Q7MWL4fACCEwLzNGdiafgGr957Wz8k4n4e3Vx+CtFmL2eHlVYieuBRj39uEDYfMu6V9s+0ErhSX6iGUIxMXpulhFwCkn8vDeSfLBc/kKoFTSVkZTuVcwZB31pcbhDkjpcRvx8z9q7ReUcYVgFJdIGmcqZuOKK9x3uYMANBf86UCa+XW4h0nsXLPaVSW9i1RWGL/9a1LDp/JRc4V+0o1orqIQRERERER0TXwcJ9YTB2uLPca0rZqvYWuhfq+1j45tyZGAAACvCu35C3Iz7XlhyH+npV63MrIzL6C6IlL9WVkJ5z0I9JcKijBL+kVVzA5YlxyN2GutSrm3k9+wVurD+JMbiF+Tb+AopIySCn16qEtRy9g/Edb9PNz8osRpYZyZ3Mr7hO15ch5lJZJ9Jm5Fj1m/OjwnDPq45SUShSqVTefbzmG6Uv24ufD51DmYp+nzzZnYOScn7HmgLUHlbb0zhSE2TZgN9AOaffzqIGlYtqyv8JqVBTlF5UgeuJSLPjlmEvnf7Y5A9ETlzoMH53pP2tdtSrOiK4lBkVERERERNfQvmmD8I87OtT2MJyqZ2ioHKr2m2pU33mvJUdaR9RzeNzHw1ytZNuXSOPtUfMfU5bscl6hAyhVSKNr6IP8V78cx+IdmXpIs2h7Jka9uwlTFu9GXpHzcOHeT7fCogYf2o5vUkrMXHkAaSdy9Ouase9v1pfVFTrpD3X2kjKG4lKJce9v1o9/uOEo/vDhFnyw/ohLr2l/Vi4A4MSFfADArO8PIOWNNQDMFUX6Tn1qLLRm/xk8tWCn6bG03eIEYBdUVbYySFvu6ez1u+K82nR99upDLp0/e/VBAOaKKFtLdp3Ewt9OmI4dOJ1rd97B07k4lWMNMQe89RNG/ftnl8ZBdLXUTDc8IiIiIqKb1LMDWyI21M/l830cLO2qS+r7WIOi5wa1RNeYIHRpVvESu/7x4Vi9T1k6lBQV6PCcF4fFY/Ki3fp1R7vJAVen34yrIUBNeO7bXQCsVTXaErWfDp6F/6qDTu+3/Xi2vpNdUWkZfth3Gl2aBeGfaw7jPz+nY/uUW/CCurxOc8ZB5dH+rEsoKwNOXyowLT3LctD36I2VBxAd4odtGRcxtG0jtIusr47dXBKk5TnrD53DqI5ReOfHw4bbrGFPqXrZTc36Fm63LunTHlOrKJq/9Rg+WH8U/QxNtvMLSx32yXJGC9aM1T1lZRIX8ovQafpqvHF7O6Rl5qBffBj8KmgGX1BcioLiUvz1u914ekBLNKzv7fC8EvXNKK+J+WNfbAcAjOwQWW7V1oC3lCWS6TOGAgAOnlZ6ZSk9syTiwlzrY2aUmX0FF/OKMOwfGzC4TUP8e3xH0+0HsnLhYRGIqcFm4jVBC0HLa0RP1waDIiIiIiKiani077Xvx3M1aT2KWjUMgLeHBQMTzMvk3hqbqFeI+HhYcKW4FOM6R+G1kW0xbcleu4bbg9s0xPLdWQAAT4sbHugVg/fXOa9ieWtsIgQE5qw9rH9ovl7ZtCbCqZwCfKju2OaIgHUZ29xNGZi7KQMP94kFAOQWliBu8nK7+wT7WZfvPfP1TkwdnoBBs9frx1qGB+iP50hpmcSD87ap56SjeVgADmTl4uArgzF3Uzq8PSwY0ylK/xD//d7TiJ+ywvQY2fnFeGjeNswck6iPf+Ph8/jp4Fl4u9tXhxWXKo/1wXrlvfhxv3U52wsL0/BA7xh0aNLA2duEopIyTPx2Fx5PbW7oUaQ875Gzl9HvzZ/03RdfXroXuQUlen+kWX18UFRSBk/DuBar/aku5hej1V+V15ZXVII5d5oDlh3Hs7HwtxMoUcdfUipx5lIBpi3Zi+kj2iDQ1/FSyuIya/C5OzMHbRrXtztnd2aOKUTuP+snANYAqTKSDcsQte89o4GzlXBq6+RUhAU4DsMqo7CkFJ4WN5cDnrQTOfD1sph2vSsrk4iZtAwP9IrBpCHx1R4TVQ+XnhERERERkU4Ige8eTcb8P3UzHU+MCkRCRD0kx4YAAN4d3xEvDGkFQOlhJITA325NQLvIQNP9jEGau0VgTKfIcp+/ZXg9jGjfGBNSHO+01iM2uLIv6bpRJoFZNhVHxp3hHHE3NDj/ZtsJ3P/pL6bbHS13ckZKIC0zB0WlZZj2v72YsngPnvtmlzq28nsZrdiThUOnc039mu7+eCtWGIIKvUdROcvEVuzJwu2GpVeHz1zGnLWH8ZcFO/Ds1zuxLeOiEthsz0SfmWv18wqKS1FcWoZ+byoByzknzb2nby5AixfNgdvM7+2rvErLJE5mX8H6Q2cBKP2jRvxrI+ZuysDlQmVHvY82HEGXV3/Akl2n8FE5AaDxPcktKHF4zrB/bECqOnaj/VmXsFPdsQ4wL3fLKyxBWZnE3pOX8PBn2/RKLVvaskVb87ccN13PLyrRlzwaae+tI0UlZWj54grMWLHf4e2O3PpP5bWWlknkqe+lthzR1aWQdHWxooiIiIiIiEwcLR1b/GiyflmrcigoLsWRs3l4rF9zp4/VLMS6LM9NCITVc1zBMO22BOw6kYPYMOX8Kza9fJoG+yLjfL6+NM7X04L8cvr9/LlfHP5hWB7laXHTP4xWRvsmgdh+LLvS97tWbHvzKEuWqsb4/ny80Rx8VJATAQC++vW43TLF3EL7YKQyXwetskbz9bYT+OJPXfXrWs+n4tIyXMwvsru/Vv2juVDgWvPuvMJSvUH43mkDsWj7CbtzFhmW1Rlf03G1j5Om2DAGi5vADjX4+biccEmjVYelzxiKX9MvYNS7mzD3vi7IyinAc9/uwoSezbDh8Dnsz8rFodOXHfYHu/WfG7BzygD8eOA0/q+9Naht3MDce6z1lJUY2aExZo1JMh1v9dcVSIwKxNx7u5ia3QNKuAQA7/10BGEB3sjOL8LTA1pW+LoA4JWl+/DxxqM49MpgfR5r8+xCXhEenPcr3h7XHhGBleuRRtXHiiIiIiIiIqoSbw8Lpg5PMPU10ix9vCemDGsNPy/rv027u7mZmmUbDU+MwMzRiXp/GtsQSFuKpK1u8XXSb0a73dNmR62P7ukEAHhtZNsKXpWZl7pEya2Otk0xhmEAcD7PPixxVXlh0Nfb7IMSW/O3HkdWjvPd2rKvFOP4hXyXG0876+3zhw+22B3bfOQ81hiWsGmc9cGqaLe3DYfP6ZdbT1mJqf/ba3dOgGEuF5dYH++dH8z9sIzVOO/8cAgj/rURI/61Ef/dWX6DdaP31/2OUWqz9V/SL+h9sBb8ehwWdXKeuJhv3oHOYNKiNDy1YCcOZFkrzLINwZpW9bTwt0zT/bQKt53Hs5E47Xt9xz6NsTn7y0v22s3HDYfOYcx7m3CpoBi5BcWm6qpv1WbfWTkFdk3Mv912Ar+kX8SH6ysO06rrZPYVffmhpri0DPM2paOkCuHyjYBBERERERER1biEiPq4r2czAMBktedI02Bl6/cNz/fFwIRw0/m2AZLtzumN1MbC2gfVxEj7Pi9HXxui90jysOmNk9I8FEv+3BPjOkeZjo/qGIl7ekQ7fA2P9Y3DILVHk6Nc4YsJ1sqWAC937JwywOHj2GpcgxUSlx1U7NQmZ0u+AKUXkbZTWnmkBOasPazvtOaKD9YfxfPfplV8ourhz7fhtn9uwCtL7QMgVxmXaX2+JQPJM37EkbOX4W6xporHL+SbwhFjAFUZry6zLu0yNtG2uAk9KHpg3jakZTpeZpaZreysln4+Tz82fek+7Dt1CRsPn0PP1619jXLyi/HxhqMoLZN2odet/9iAZWmnkFdYggt5Rfhuuzlg0e7/6cajkFLiqa92YOvRC2g39Xu0nfo9ev/d+vX3U3syzV59CJ9tPmZ6DO09dLbkzZn0c3no/toPyMpRGrefyS1A8owf7SrtcguKcVH9WTLiXxvxxJc7TA3RP9l4FH9dvAfzt5rHdbPg0jMiIiIiIrqq7u/ZDH1bheo7OEU28EWflmFYuee0fo6bTcnOXd2jUVBcplc09IgNwZy1v+P2DpFIjg3B+G5N0f7lVfr5QX6epma6thVFABw2ER7WrhE2Ovjw7unuhmcGtsQHauPtVg0D7IKLHnEh+mUvD4vdjnYbnu+LSYt2Y93Bs6bjy59Mwbtrf8ccQ/8hrTF4VfVqEWr3PDXFUd8aZ1busW+eXBVvrDiAN1YcqJHHckSbezud9O9xxTHDErPCkjJkZl/ReyRpUt5Yg4mDW1X5ORy5aFMJZJz3n/6c7vA+2nI3rXG5ZsOhc5i/9Zhp97zBb6/DyZwCBHjbxwWZ2VfwyOe/lTu+Jxdsx5oDZ9GlWTACvNxx1vDYp3KsO++dVC9rlUWaC3lF8FC/f0vURuAX84ogoXyfawqKS3E+r8gUvM7bnIFTOQVYsuskJqTEYOXuLGRmX8GnPx9Fj9gQPPL5b5g9Ngl//W43cgtLkD5jqP7aLxeWwNvDoo5B6QV1yUlPqRsdK4qIiIiIiOiqcnMTdtt8N3CyQ5TG28OCx1OtvY+S44LxRi8fjOoYiT+nNkcDP/P9tWCoW4zS7NpRKKRZ/kSK/iE4MTJQ/1BqpDWJ1pbA3dI6HD892wfpM4Zi8aPJeOeO9gCU3kqA0jPJuJPWn1KaIbKBL+be1wX+XuYP3PW8PRDZQKmuCgvwUsdt7u1TWQFeVasB8PGoeCv65pOXufx4Jy5eqdI4bmQzlrve6NkVxgql/KJSGAqY7JaOVeSVZftw5Fye6ZgW4Ow75XpFl9Gek5cAAJ7uwrT01FXf78nSv59PXLyC5pOXof3Lq9Dh5VWmJYOPfP4bkmf8iJLSMry9+hAuFRTbNxVXQ7QyCT3genLBDr131uuGJtwzVx5AbkExZizfjyNnlQokNxd3crvRsKKIiIiIiIiuOW0p2YDW4XhjVDun571zR3t8ufUYhBAI8zVvwT1rTCJmrz6EYxfy9ZBmdMdIpDQPQUMnTbMBIL5RPeycMgCnLhWggZ+nw6DIoj7PqE6R+G5HJsZ1aaJXLiRGBSJRbfit9U7ytakm6tfKurTuk3s7Y8uR86bdtbQgSttNzFizM3N0Ip75eqfT8TviStWPt4cbCorNS3lmjk7Eo1+UXyFSiYIi3d3dm6J7bAge+mxbxSdX0SN9YpFxPh9L005dteeoi2x7PJVW4evjiop2unNGq9CZtykDR21CKFdMXGhdQrj+kLnaL2bSMjw3qCVyC0rwo9qT6s1VB/Hvtb/jdK61Wmn60n1o1bCevtOes95Nxl0Fv/zlOLYcvWAas4MfDTcFBkVERERERHTNJUYF4s3RiegfH263k5LR8MQIDE+McHjbyA6RaNO4Pga8tU4PioQQaFRfCXTeHd8Ri7afQJdmwXb3dXMTevATbgiVgvw8kRBRDw/2igWg9BNa80wfp+PT+sPEhfkDAD66uxNiQv1Nu711jg5C5+gg+Hu5I0NdrqT1YClRUxjj59jbOzR2OSga3KYhlu/O0sdRnpEdIvHFFnPPlfLuN3lIPF5Zts+lcdzVvSnmbsoAAEy9tTXuSW7m9MO5I/5e7ggL8LKrbnFmUEJDPDeoFc7mFt6EQVEpQvw9ce5yEfw8Lci8SlVcVQ2KNP9R50NNs12SqIU9WiWT5vMtGUhpHgoAKHOx1ZFtsHWzVhTdpPkYERERERHVtts7RpYbErmiWYgfUluFYdaYRLvbBrVpiPf+2An3q021nRnbOQrPDlS29E6IqId593dFz+Yh5d5HE9+oHt4el4TXb1eqolLjw00hkdE9yc3wt1uVpWra0rh+rcIAmCuKhBC4Nzka747vgPl/6oYfnu7t9Pm7xyohmLdhCdnH6g5vtp5MbY5dU60Nt9Omlt98O76R/VbrALDu2b52x5oE+eqXtV5NohIfsne/NFCv0nKFRQ3aPCw1/0He0+KGF4fGO9zNry7ILShBQ7UiL6+oVG8gHuxnv5yzuRpgVkVlG0nXtp1qHybN8t1ZyFOXmFVmhzmj6Uv32e30djNgUERERERERNctD4sbPrqnM9pFBlb5MSxuAo/2jcMHd3XCP//QodL3vy2pcaV7sbQID8DeaQNxd/doAEBTQ9ACAH+7NQGD2jRC99hgxIb6Y979XTDBQeDlpVdSWY8Zl729/8eOeLBXDACgno+HaXe5AG8PvWrE02aXuH6twvRd6jTfPtwd/30sGU2CfbF1UqrptlC11xJgro6qjGHtGpV7+13dm+qXtUoP93LWBtkGds52twPMoZgQwISUGDzUO9buvIQIx+HZtbT+0Dnszrxkf/z5vnYVYre0Dq9y4DV/6/Eq3a8u0SriqtMofuDsdeg0fVXFJ95AGBQRERERERGheh+qq8LX0x2JUYH48K5OmDw0vtxzU5qH4sVhrfWw6JX/a4OZoxPh5a5U7xSVOK7+GJDQEC8Micf+lweZqo40WlDU2qZ66KHesYgK8sXulwainrc7esaFoGPTID2QC7RpRm68XmxoavTtw93tnvOZAS0A2FcDpcaHY9+0QaZjT/ZXGpp3jwnGS8MTMGmIsoOYdk93B0vntMqaNc/0wf6XB+nPM7ZzFFo0sAZr/eOVaq6I+t4wPoybMPePMgZGtr2oKvLOHe3x3h87YuEjPUzHP7irE56wqfACUG5vrYr4errj91eHYP/Lg/Tgq1tMsN4wXXNw+uAqP8fN6GxuIc5dLsLrK/Zjoc0ObTcqBkVERERERES1qH/rcHh7WBAa4FXh7meTh8bj6GtDcGfXphjVMVIPf8qkRGiAF3q3UHqy/DyxH5Y+3lO/n6OQCFB2fQOAx/rGIX3GUHRoolzXghN/L3dsmdQfn97b2XQ/25Cnc3QD/LGbUvFTaliy1LFpkL6sDwCOvjYEQ9spPafC63mjcaAPBrS2VkD5GIKYluEB6BKtvB/5xaUQQsDH0900PkeNyJc/mYLvHk3WX7eWWwX7eeKx9koQIwAMT2oMAPjusWRcLrRug649ttZjSbv+h65N9OcHgAa+HvjmIXMQZgwaj7w6BMMTIzAwoSECDce7RAfhltbheOqWFqjn7YEFD3TD0HaNMHtsEv73557YOtlcraW5L9m+omzOnfYVcN4eFix/IgVHXh2CXi1C7ardbKvH7k2Odvh8tq7Gcjzjbn3eHnU7nvj32t/xl68q12T+esVm1kRERERERHXAL5P7V3iObd+f1Pgw3NMjGo/0iUWYoRolItAHEWqz7vJEBfkifcZQ/boWIhiXMPk4qKIxjuPoa0MghMCI9hGYtzkDyXHm/k6P9o3D31ce0O9XoC4DCvH3wqJHeti9pj92a4p5mzOw4MFuOJmt7GR1pUgJcjzVgEq7j3Gc9bzdMaRtI4QFeCMswPpeaJVBvl7u8FJfir+Xu6lR+uUCY1Bk3VJdu669Rw/Ns+7i1rFpA3SKDsKB6YPQ8sUVAIAfnu6Ng1m52HvqEtwMYzO+xmcHWYMzAOgaE4yuMeaG6wsf6YGRc342HXM3hHMvDo1H64h66BEbgsdTmyNV7XVlpD1/eD2loiileYge5ml2vzQQ/l7u+GRjut39AeCtsYl4asFOjGzfGBNSYtCrRSgGvLXO4bmAshPdHMNOYo40C/HTm0a/dFsC3vvpCA6czkV0sB9eHdkWI+f8DD9PC/51Zwfc88kv5T5Wbahuk+/rQd2O7IiIiIiIiMgpD4sbpg5PMIVEFRmRFOG04fasMUl4uE+sXmlUnqm3tsZCQ9DTsWkQ0mcMRfPwAIfnB6lLwlqGB+Ch3rGYc2cHhw2vp92WgKOvDUGgrydCApT7JKmNrovVveAdVZ/smjoQM9Sm4kY91eDKx8MCL4vAMwNa4OuHzEvBjJVJQq8oUv5vXJZ2t6HP0Xg1dPFytyBt6gAsezwFIf5e6BEXggkpMabH18KFZiF+6BxdftUYAHRo0gALHuhmOuYmhF7RMyElBj1ildf1l1talNsIvKe689f9PZthQEJD023+akWPVoFl9O3DPTCsXQT+lNJMXxrZIjxAr1SLDfXDVw92x5C21sc0No539DUa1zkKa57pgxB/5esa7O+Fabcl6GPRlkB2bhaEPi3tw6+qcDTXVz3VC+O7NcGbo+2b4APl98vKvQl6W7OiiIiIiIiI6CYye1x7p7dFBPrg+UGtXHqcexwshXLmp2f76I203dwEJg52/hzG8CgswBvLn0jRP+znqpU/Ad6uL4F6d3xHnMy+olcfPdavud05n03oimVppzBr1UGkqMv3tHDHOJ7uscGmCixNgLcHWkc4H5MWOlVmj7auMcF4cWg80jJzsHjHSbgJpe+SsfrJFeO7NkHbxvX1sM2RpKhAJEUFYodh57COTRsAACYPbW06NyGiPn58ujeC/b1Q38cDV4pLsSwtCynNQ/QwEFDCt4Ji6zLEhvW89SBv1pgk3PXxVrSJqIddJ3IAKBVf3h4WrHqql76rmyv+91hPRAX54GJ+MYL8PJH40vem2+/oEoVXl+3Xr2+c2A+NA30wfURbnM1Vdoxr27g+0jJz9HN6xIZgya5TDp8v8/L1tRtcVTAoIiIiIiIioquqabDjCiZXGHcku1xYDMDc2wawb8Zt5Ofl7rTKSRMX5o/HU5tjaLtGaKwu2ZN6UFSlYZs0DvSBt4cbnrNZdlaRCSkxeHv1IQDKMrsgP09TGOMKIYRdSDRzdCJa2rwngb5K0DXv/i6IDfUv9zFjDLdrDcWD/DxNoZqnoUrrpeEJ6KUGcADQq0WoHriFqUvjesYpy+8q+lrNva8L0jJzkBofhlYNrV93raH62mf6oM/MtfrxyAa+WPlkLwycrSyZ8zfMndAAL6z+S2808PVAx+mrMSIpAk2D/TC6UyQmLUozPW9cmD8u5hUh4xKDIiIiIiIiIqI6QQsG2jdpoB/b/EIqArxr5qOtMSAx9iiqLh9PC/a/XLXdxkr1pto1kFipRnWMtDs2c3QivtueiZ5xIQ6XBDrTPSYYEwe3wh1dmgBQqsd6/32tqaeSccmerYSI+vjh6d6IcbIc0igqyAe9WoSaQidb0TaP0yI8AHFh1q+rn03PLe22dc/2RXh9L30nQUCpghqeFIH31x1BWIAXvns0Gb9u2lDhOK93DIqIiIiIiIjoujCsXSMkRQUiKshXP1aZZUqVoVXhlNf/51pIiqoPAGjf5OqOI8Tfy663kivc3AQe6h1rd1zr++RK5lRRBVPjQB/8577OaFS/4gbtAPB/7RsjsoEPxnSKMs0VAHB3sFMeADQJNp+3ZVIq6vt4wNvDgqbBvugfH26qRrqR3RyvkoiIiIiIiK57Qgi7D/5XS//W4dgyKRXhlWgUfjX0a1U3xuEqreG4p8UNaVMHVKo6yZmNE/tV6vy3xibZHesWE4TNRy64/BjG9/vOrk3LOfPGw6CIiIiIiIiIyIG6Es7UlXG4ommwL5LjgvGXW1pWqum4Iwsf6QEPt5rZrH3ufV1RWFJaI491o2NQREREREREREQ1wsPihs8ndKuRx+pg6EVVXZ7ubvB0r5nQ6UbHd4mIiIiIiIiIiAAwKCIiIiIiIiIiIhWDIiIiIiIiIiIiAsCgiIiIiIiIiIiIVAyKiIiIiIiIiIgIAIMiIiIiIiIiIiJSMSgiIiIiIiIiIiIADIqIiIiIiIiIiEjFoIiIiIiIiIiIiAAwKCIiIiIiIiIiIhWDIiIiIiIiIiIiAsCgiIiIiIiIiIiIVAyKiIiIiIiIiIgIAIMiIiIiIiIiIiJSMSgiIiIiIiIiIiIADIqIiIiIiIiIiEjFoIiIiIiIiIiIiAAwKCIiIiIiIiIiIhWDIiIiIiIiIiIiAsCgiIiIiIiIiIiIVAyKiIiIiIiIiIgIAIMiIiIiIiIiIiJSMSgiIiIiIiIiIiIAgJBS1vYYnBJCnAWQUdvjqCEhAM7V9iDousY5RNXFOUTVxTlE1cU5RNXFOUTVxTlE1XWjzKGmUspQRzfU6aDoRiKE+FVK2am2x0HXL84hqi7OIaouziGqLs4hqi7OIaouziGqrpthDnHpGRERERERERERAWBQREREREREREREKgZF1877tT0Auu5xDlF1cQ5RdXEOUXVxDlF1cQ5RdXEOUXXd8HOIPYqIiIiIiIiIiAgAK4qIiIiIiIiIiEjFoOgqEEJ8LIQ4I4TYbTgWJIRYJYQ4pP6/QW2Okeo2IUSUEGKNEGKvEGKPEOIJ9TjnEblECOEthNgqhNipzqGX1OPNhBBbhBCHhRALhBCetT1WqruEEBYhxHYhxBL1OucPuUwIkS6ESBNC7BBC/Koe4+8xcpkQIlAI8Y0QYr8QYp8QojvnELlKCNFS/fmj/XdJCPEk5xBVhhDiKfVv6d1CiPnq39g3/N9DDIqujk8BDLI5NhHAD1LK5gB+UK8TOVMC4GkpZWsA3QA8KoRoDc4jcl0hgH5SykQASQAGCSG6AXgdwFtSyjgAFwHcX3tDpOvAEwD2Ga5z/lBl9ZVSJhm2EebvMaqMtwGskFK2ApAI5ecR5xC5REp5QP35kwSgI4B8AIvAOUQuEkI0BvA4gE5SyjYALADG4Sb4e4hB0VUgpVwH4ILN4dsA/Ee9/B8AI67lmOj6IqU8JaX8Tb2cC+UPo8bgPCIXScVl9aqH+p8E0A/AN+pxziFySggRCWAogA/V6wKcP1R9/D1GLhFC1AfQC8BHACClLJJSZoNziKomFcDvUsoMcA5R5bgD8BFCuAPwBXAKN8HfQwyKrp1wKeUp9XIWgPDaHAxdP4QQ0QDaA9gCziOqBHXZ0A4AZwCsAvA7gGwpZYl6ygkoASSRI7MBPAegTL0eDM4fqhwJ4HshxDYhxAPqMf4eI1c1A3AWwCfqEtgPhRB+4ByiqhkHYL56mXOIXCKlzAQwE8AxKAFRDoBtuAn+HmJQVAukstUct5ujCgkh/AF8C+BJKeUl422cR1QRKWWpWm4dCaALgFa1OyK6XgghhgE4I6XcVttjoetaTyllBwCDoSyh7mW8kb/HqALuADoA+LeUsj2APNgsEeIcIleo/WOGA/ja9jbOISqP2r/qNijBdQQAP9i3mLkhMSi6dk4LIRoBgPr/M7U8HqrjhBAeUEKiz6WUC9XDnEdUaWqp/hoA3QEEqqWzgBIgZdbWuKhOSwYwXAiRDuBLKCXWb4PzhypB/ZdYSCnPQOkL0gX8PUauOwHghJRyi3r9GyjBEecQVdZgAL9JKU+r1zmHyFX9ARyVUp6VUhYDWAjlb6Qb/u8hBkXXzn8B3K1evhvA4locC9Vxai+QjwDsk1LOMtzEeUQuEUKECiEC1cs+AG6B0utqDYBR6mmcQ+SQlPIFKWWklDIaSrn+j1LKO8H5Qy4SQvgJIQK0ywAGANgN/h4jF0kpswAcF0K0VA+lAtgLziGqvDtgXXYGcA6R644B6CaE8FU/n2k/h274v4eEUm1HNUkIMR9AHwAhAE4D+BuA7wB8BaAJgAwAY6SUtg2viQAAQoieANYDSIO1P8gkKH2KOI+oQkKIdlCa61mg/KPAV1LKaUKIGCgVIkEAtgMYL6UsrL2RUl0nhOgD4Bkp5TDOH3KVOlcWqVfdAXwhpXxFCBEM/h4jFwkhkqA01PcEcATAvVB/p4FziFygBtXHAMRIKXPUY/w5RC4TQrwEYCyUXam3A5gApSfRDf33EIMiIiIiIiIiIiICwKVnRERERERERESkYlBEREREREREREQAGBQREREREREREZGKQREREREREREREQFgUERERERERERERCoGRUREREREREREBIBBERERERERERERqRgUERERERERERERAOD/AUFFVrqHySDcAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(20,10))\n",
    "plt.plot(data_pro.iloc[:,0],data_pro.iloc[:,1])\n",
    "# plt.xticks(np.arange(data_pro.iloc[:,0][0],data_pro.iloc[:,0].iloc[-1],5))\n",
    "plt.grid()\n",
    "plt.savefig(\"RAW-PVDF.png\")\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "72a1e7c7b2cc6fec098bb87c2e1026ece5113dedd2b8d16035375a82765b60ed"
  },
  "kernelspec": {
   "display_name": "Python 3.8.5 64-bit ('base': conda)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
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